library(stringr)
library(sva)
## Loading required package: mgcv
## Loading required package: nlme
## This is mgcv 1.8-32. For overview type 'help("mgcv-package")'.
## Loading required package: genefilter
## Loading required package: BiocParallel
library(ASSIGN)
library(data.table)
suppressMessages(require(Seurat))
suppressMessages(require(ggplot2))
suppressMessages(require(cowplot))
suppressMessages(require(scater))
suppressMessages(require(scran))
suppressMessages(require(BiocParallel))
suppressMessages(require(BiocNeighbors))
#generate 25 gene expression signature
setwd("/home/li/covid19/result01/total")
cell24_4<-read.table("24celllines_4patients_norm.txt")
write.csv(cell24_4,"cell24_4.csv")

cell24_4<-read.csv("cell24_4.csv",header=TRUE)
cell24_4<-(log2(data.frame(cell24_4,check.names = F, row.names=1)+1))
colnames(cell24_4)
##  [1] "S5_A549_Mock_1"        "S5_A549_Mock_2"        "S5_A549_Mock_3"       
##  [4] "S6_A549.ACE2_Mock_1"   "S6_A549.ACE2_Mock_2"   "S6_A549.ACE2_Mock_3"  
##  [7] "S7_Calu3_Mock_1"       "S7_Calu3_Mock_2"       "S7_Calu3_Mock_3"      
## [10] "S16_A549.ACE2_Mock_1"  "S16_A549.ACE2_Mock_2"  "S16_A549.ACE2_Mock_3" 
## [13] "S15_Healthy_2"         "S15_Healthy_1"         "S5_A549_CoV.2_1"      
## [16] "S5_A549_CoV.2_2"       "S5_A549_CoV.2_3"       "S6_A549.ACE2_CoV.2_1" 
## [19] "S6_A549.ACE2_CoV.2_2"  "S6_A549.ACE2_CoV.2_3"  "S7_Calu3_CoV.2_1"     
## [22] "S7_Calu3_CoV.2_2"      "S7_Calu3_CoV.2_3"      "S16_A549.ACE2_CoV.2_1"
## [25] "S16_A549.ACE2_CoV.2_2" "S16_A549.ACE2_CoV.2_3" "S15_COV2_2"           
## [28] "S15_COV2_1"
rownames(cell24_4)
##     [1] "WASH7P"                 "LOC729737"             
##     [3] "LOC100133331"           "LOC100288069"          
##     [5] "LINC00115"              "SAMD11"                
##     [7] "NOC2L"                  "KLHL17"                
##     [9] "PLEKHN1"                "HES4"                  
##    [11] "ISG15"                  "AGRN"                  
##    [13] "RNF223"                 "C1orf159"              
##    [15] "MIR200A"                "MIR429"                
##    [17] "TTLL10"                 "TNFRSF18"              
##    [19] "TNFRSF4"                "SDF4"                  
##    [21] "B3GALT6"                "UBE2J2"                
##    [23] "SCNN1D"                 "ACAP3"                 
##    [25] "PUSL1"                  "TAS1R3"                
##    [27] "DVL1"                   "MXRA8"                 
##    [29] "AURKAIP1"               "CCNL2"                 
##    [31] "LOC148413"              "MRPL20"                
##    [33] "ANKRD65"                "VWA1"                  
##    [35] "ATAD3C"                 "ATAD3B"                
##    [37] "ATAD3A"                 "TMEM240"               
##    [39] "SSU72"                  "MIB2"                  
##    [41] "CDK11B"                 "SLC35E2B"              
##    [43] "CDK11A"                 "NADK"                  
##    [45] "GNB1"                   "CALML6"                
##    [47] "TMEM52"                 "GABRD"                 
##    [49] "PRKCZ"                  "SKI"                   
##    [51] "MORN1"                  "LOC100129534"          
##    [53] "RER1"                   "PEX10"                 
##    [55] "PLCH2"                  "PANK4"                 
##    [57] "HES5"                   "TNFRSF14"              
##    [59] "FAM213B"                "MMEL1"                 
##    [61] "TTC34"                  "PRDM16"                
##    [63] "ARHGEF16"               "MEGF6"                 
##    [65] "TPRG1L"                 "WRAP73"                
##    [67] "TP73"                   "TP73-AS1"              
##    [69] "SMIM1"                  "LRRC47"                
##    [71] "CEP104"                 "DFFB"                  
##    [73] "C1orf174"               "AJAP1"                 
##    [75] "NPHP4"                  "KCNAB2"                
##    [77] "CHD5"                   "RPL22"                 
##    [79] "RNF207"                 "ICMT"                  
##    [81] "GPR153"                 "ACOT7"                 
##    [83] "HES2"                   "ESPN"                  
##    [85] "TNFRSF25"               "PLEKHG5"               
##    [87] "NOL9"                   "TAS1R1"                
##    [89] "ZBTB48"                 "KLHL21"                
##    [91] "PHF13"                  "THAP3"                 
##    [93] "DNAJC11"                "CAMTA1"                
##    [95] "VAMP3"                  "PER3"                  
##    [97] "UTS2"                   "TNFRSF9"               
##    [99] "PARK7"                  "ERRFI1"                
##   [101] "SLC45A1"                "RERE"                  
##   [103] "ENO1"                   "ENO1-AS1"              
##   [105] "CA6"                    "SLC2A7"                
##   [107] "SLC2A5"                 "GPR157"                
##   [109] "MIR34A"                 "H6PD"                  
##   [111] "SPSB1"                  "SLC25A33"              
##   [113] "TMEM201"                "PIK3CD"                
##   [115] "CLSTN1"                 "CTNNBIP1"              
##   [117] "LZIC"                   "NMNAT1"                
##   [119] "RBP7"                   "UBE4B"                 
##   [121] "KIF1B"                  "PGD"                   
##   [123] "CORT"                   "DFFA"                  
##   [125] "PEX14"                  "CASZ1"                 
##   [127] "C1orf127"               "TARDBP"                
##   [129] "MASP2"                  "SRM"                   
##   [131] "EXOSC10"                "MTOR"                  
##   [133] "ANGPTL7"                "UBIAD1"                
##   [135] "FBXO2"                  "FBXO44"                
##   [137] "FBXO6"                  "MAD2L2"                
##   [139] "DRAXIN"                 "AGTRAP"                
##   [141] "MTHFR"                  "CLCN6"                 
##   [143] "NPPA-AS1"               "NPPA"                  
##   [145] "NPPB"                   "KIAA2013"              
##   [147] "PLOD1"                  "MFN2"                  
##   [149] "MIIP"                   "TNFRSF8"               
##   [151] "TNFRSF1B"               "VPS13D"                
##   [153] "DHRS3"                  "C1orf158"              
##   [155] "HNRNPCL1"               "LRRC38"                
##   [157] "PDPN"                   "PRDM2"                 
##   [159] "KAZN"                   "TMEM51-AS1"            
##   [161] "TMEM51"                 "FHAD1"                 
##   [163] "EFHD2"                  "CTRC"                  
##   [165] "CELA2B"                 "CASP9"                 
##   [167] "DNAJC16"                "AGMAT"                 
##   [169] "DDI2"                   "RSC1A1"                
##   [171] "PLEKHM2"                "SLC25A34"              
##   [173] "FBLIM1"                 "UQCRHL"                
##   [175] "FLJ37453"               "SPEN"                  
##   [177] "ZBTB17"                 "HSPB7"                 
##   [179] "CLCNKA"                 "CLCNKB"                
##   [181] "FAM131C"                "EPHA2"                 
##   [183] "ARHGEF19"               "FBXO42"                
##   [185] "SZRD1"                  "SPATA21"               
##   [187] "NECAP2"                 "CROCCP3"               
##   [189] "NBPF1"                  "CROCCP2"               
##   [191] "MST1P2"                 "ESPNP"                 
##   [193] "MST1L"                  "CROCC"                 
##   [195] "MFAP2"                  "ATP13A2"               
##   [197] "SDHB"                   "PADI2"                 
##   [199] "PADI1"                  "PADI3"                 
##   [201] "PADI4"                  "RCC2"                  
##   [203] "ARHGEF10L"              "ACTL8"                 
##   [205] "IGSF21"                 "KLHDC7A"               
##   [207] "PAX7"                   "ALDH4A1"               
##   [209] "IFFO2"                  "UBR4"                  
##   [211] "EMC1"                   "MRTO4"                 
##   [213] "AKR7L"                  "AKR7A3"                
##   [215] "LOC100506730"           "AKR7A2"                
##   [217] "PQLC2"                  "CAPZB"                 
##   [219] "MINOS1"                 "NBL1"                  
##   [221] "HTR6"                   "TMCO4"                 
##   [223] "RNF186"                 "OTUD3"                 
##   [225] "PLA2G2A"                "PLA2G5"                
##   [227] "PLA2G2D"                "UBXN10"                
##   [229] "VWA5B1"                 "CAMK2N1"               
##   [231] "MUL1"                   "FAM43B"                
##   [233] "CDA"                    "PINK1"                 
##   [235] "DDOST"                  "KIF17"                 
##   [237] "SH2D5"                  "HP1BP3"                
##   [239] "EIF4G3"                 "ECE1"                  
##   [241] "LOC100506801"           "NBPF3"                 
##   [243] "ALPL"                   "RAP1GAP"               
##   [245] "USP48"                  "LDLRAD2"               
##   [247] "HSPG2"                  "LINC00339"             
##   [249] "CDC42"                  "WNT4"                  
##   [251] "ZBTB40"                 "EPHA8"                 
##   [253] "C1QA"                   "C1QC"                  
##   [255] "C1QB"                   "EPHB2"                 
##   [257] "MIR4253"                "KDM1A"                 
##   [259] "LUZP1"                  "HTR1D"                 
##   [261] "HNRNPR"                 "ZNF436"                
##   [263] "TCEA3"                  "ASAP3"                 
##   [265] "E2F2"                   "ID3"                   
##   [267] "MDS2"                   "RPL11"                 
##   [269] "PITHD1"                 "LYPLA2"                
##   [271] "GALE"                   "HMGCL"                 
##   [273] "FUCA1"                  "CNR2"                  
##   [275] "PNRC2"                  "SRSF10"                
##   [277] "MYOM3"                  "IL22RA1"               
##   [279] "IFNLR1"                 "LOC284632"             
##   [281] "GRHL3"                  "STPG1"                 
##   [283] "NIPAL3"                 "RCAN3AS"               
##   [285] "RCAN3"                  "NCMAP"                 
##   [287] "SRRM1"                  "CLIC4"                 
##   [289] "RUNX3"                  "SYF2"                  
##   [291] "RHD"                    "TMEM50A"               
##   [293] "RHCE"                   "LDLRAP1"               
##   [295] "MAN1C1"                 "MTFR1L"                
##   [297] "LOC646471"              "AUNIP"                 
##   [299] "PAQR7"                  "STMN1"                 
##   [301] "PAFAH2"                 "EXTL1"                 
##   [303] "SLC30A2"                "TRIM63"                
##   [305] "PDIK1L"                 "FAM110D"               
##   [307] "ZNF593"                 "CNKSR1"                
##   [309] "CEP85"                  "SH3BGRL3"              
##   [311] "UBXN11"                 "CD52"                  
##   [313] "ZNF683"                 "LIN28A"                
##   [315] "DHDDS"                  "HMGN2"                 
##   [317] "RPS6KA1"                "ARID1A"                
##   [319] "PIGV"                   "ZDHHC18"               
##   [321] "SFN"                    "GPN2"                  
##   [323] "GPATCH3"                "NR0B2"                 
##   [325] "NUDC"                   "TRNP1"                 
##   [327] "SLC9A1"                 "WDTC1"                 
##   [329] "TMEM222"                "SYTL1"                 
##   [331] "MAP3K6"                 "FCN3"                  
##   [333] "CD164L2"                "GPR3"                  
##   [335] "WASF2"                  "AHDC1"                 
##   [337] "FGR"                    "IFI6"                  
##   [339] "FAM76A"                 "STX12"                 
##   [341] "PPP1R8"                 "SCARNA1"               
##   [343] "THEMIS2"                "RPA2"                  
##   [345] "SMPDL3B"                "XKR8"                  
##   [347] "EYA3"                   "PTAFR"                 
##   [349] "DNAJC8"                 "SESN2"                 
##   [351] "MED18"                  "PHACTR4"               
##   [353] "SNHG3"                  "RCC1"                  
##   [355] "TRNAU1AP"               "SNHG12"                
##   [357] "SNORD99"                "SNORA61"               
##   [359] "SNORA44"                "SNORA16A"              
##   [361] "RAB42"                  "TAF12"                 
##   [363] "RNU11"                  "GMEB1"                 
##   [365] "YTHDF2"                 "EPB41"                 
##   [367] "TMEM200B"               "SRSF4"                 
##   [369] "MECR"                   "PTPRU"                 
##   [371] "MATN1"                  "MATN1-AS1"             
##   [373] "LAPTM5"                 "SDC3"                  
##   [375] "PUM1"                   "NKAIN1"                
##   [377] "SNRNP40"                "ZCCHC17"               
##   [379] "FABP3"                  "SERINC2"               
##   [381] "TINAGL1"                "HCRTR1"                
##   [383] "PEF1"                   "COL16A1"               
##   [385] "SPOCD1"                 "PTP4A2"                
##   [387] "KHDRBS1"                "TMEM39B"               
##   [389] "KPNA6"                  "TXLNA"                 
##   [391] "CCDC28B"                "IQCC"                  
##   [393] "DCDC2B"                 "TMEM234"               
##   [395] "EIF3I"                  "MTMR9LP"               
##   [397] "FAM167B"                "LCK"                   
##   [399] "HDAC1"                  "MARCKSL1"              
##   [401] "FAM229A"                "TSSK3"                 
##   [403] "BSDC1"                  "ZBTB8B"                
##   [405] "ZBTB8A"                 "ZBTB8OS"               
##   [407] "RBBP4"                  "SYNC"                  
##   [409] "KIAA1522"               "YARS"                  
##   [411] "S100PBP"                "FNDC5"                 
##   [413] "HPCA"                   "TMEM54"                
##   [415] "RNF19B"                 "AK2"                   
##   [417] "TRIM62"                 "ZNF362"                
##   [419] "PHC2"                   "MIR3605"               
##   [421] "ZSCAN20"                "CSMD2"                 
##   [423] "GJB5"                   "GJB4"                  
##   [425] "GJB3"                   "GJA4"                  
##   [427] "SMIM12"                 "DLGAP3"                
##   [429] "LOC653160"              "ZMYM6"                 
##   [431] "ZMYM1"                  "SFPQ"                  
##   [433] "ZMYM4"                  "KIAA0319L"             
##   [435] "NCDN"                   "TFAP2E"                
##   [437] "PSMB2"                  "C1orf216"              
##   [439] "CLSPN"                  "AGO4"                  
##   [441] "AGO1"                   "AGO3"                  
##   [443] "TEKT2"                  "ADPRHL2"               
##   [445] "COL8A2"                 "TRAPPC3"               
##   [447] "MAP7D1"                 "THRAP3"                
##   [449] "SH3D21"                 "EVA1B"                 
##   [451] "STK40"                  "LSM10"                 
##   [453] "OSCP1"                  "MRPS15"                
##   [455] "CSF3R"                  "GRIK3"                 
##   [457] "ZC3H12A"                "MEAF6"                 
##   [459] "MIR5581"                "SNIP1"                 
##   [461] "DNALI1"                 "GNL2"                  
##   [463] "RSPO1"                  "C1orf109"              
##   [465] "CDCA8"                  "EPHA10"                
##   [467] "MANEAL"                 "YRDC"                  
##   [469] "C1orf122"               "MTF1"                  
##   [471] "INPP5B"                 "SF3A3"                 
##   [473] "FHL3"                   "POU3F1"                
##   [475] "RRAGC"                  "GJA9-MYCBP"            
##   [477] "MYCBP"                  "RHBDL2"                
##   [479] "AKIRIN1"                "NDUFS5"                
##   [481] "MACF1"                  "KIAA0754"              
##   [483] "BMP8A"                  "PPIEL"                 
##   [485] "PABPC4"                 "SNORA55"               
##   [487] "HEYL"                   "HPCAL4"                
##   [489] "PPIE"                   "BMP8B"                 
##   [491] "OXCT2"                  "TRIT1"                 
##   [493] "MFSD2A"                 "CAP1"                  
##   [495] "PPT1"                   "RLF"                   
##   [497] "TMCO2"                  "ZMPSTE24"              
##   [499] "COL9A2"                 "SMAP2"                 
##   [501] "ZFP69B"                 "ZFP69"                 
##   [503] "EXO5"                   "ZNF684"                
##   [505] "RIMS3"                  "NFYC"                  
##   [507] "KCNQ4"                  "CITED4"                
##   [509] "CTPS1"                  "SLFNL1-AS1"            
##   [511] "SLFNL1"                 "SCMH1"                 
##   [513] "EDN2"                   "HIVEP3"                
##   [515] "GUCA2B"                 "FOXJ3"                 
##   [517] "RIMKLA"                 "ZMYND12"               
##   [519] "PPCS"                   "CCDC30"                
##   [521] "PPIH"                   "YBX1"                  
##   [523] "CLDN19"                 "C1orf50"               
##   [525] "ERMAP"                  "ZNF691"                
##   [527] "SLC2A1"                 "SLC2A1-AS1"            
##   [529] "FAM183A"                "EBNA1BP2"              
##   [531] "TMEM125"                "C1orf210"              
##   [533] "TIE1"                   "MPL"                   
##   [535] "CDC20"                  "ELOVL1"                
##   [537] "MED8"                   "SZT2"                  
##   [539] "HYI"                    "PTPRF"                 
##   [541] "KDM4A"                  "KDM4A-AS1"             
##   [543] "ST3GAL3"                "ARTN"                  
##   [545] "IPO13"                  "DPH2"                  
##   [547] "ATP6V0B"                "B4GALT2"               
##   [549] "CCDC24"                 "SLC6A9"                
##   [551] "KLF17"                  "DMAP1"                 
##   [553] "ERI3"                   "RNF220"                
##   [555] "TMEM53"                 "KIF2C"                 
##   [557] "RPS8"                   "SNORD55"               
##   [559] "SNORD46"                "SNORD38A"              
##   [561] "SNORD38B"               "BEST4"                 
##   [563] "PLK3"                   "TCTEX1D4"              
##   [565] "BTBD19"                 "PTCH2"                 
##   [567] "EIF2B3"                 "HECTD3"                
##   [569] "UROD"                   "ZSWIM5"                
##   [571] "HPDL"                   "MUTYH"                 
##   [573] "TOE1"                   "TESK2"                 
##   [575] "MMACHC"                 "PRDX1"                 
##   [577] "AKR1A1"                 "NASP"                  
##   [579] "CCDC17"                 "GPBP1L1"               
##   [581] "RPS15AP10"              "TMEM69"                
##   [583] "IPP"                    "MAST2"                 
##   [585] "PIK3R3"                 "TSPAN1"                
##   [587] "POMGNT1"                "LURAP1"                
##   [589] "RAD54L"                 "LRRC41"                
##   [591] "UQCRH"                  "NSUN4"                 
##   [593] "FAAH"                   "DMBX1"                 
##   [595] "MKNK1-AS1"              "MKNK1"                 
##   [597] "MOB3C"                  "ATPAF1"                
##   [599] "EFCAB14-AS1"            "EFCAB14"               
##   [601] "CYP4B1"                 "CYP4Z2P"               
##   [603] "CYP4A11"                "CYP4X1"                
##   [605] "CYP4Z1"                 "LINC00853"             
##   [607] "PDZK1IP1"               "TAL1"                  
##   [609] "STIL"                   "CMPK1"                 
##   [611] "FOXE3"                  "FOXD2-AS1"             
##   [613] "FOXD2"                  "TRABD2B"               
##   [615] "SLC5A9"                 "SPATA6"                
##   [617] "AGBL4"                  "BEND5"                 
##   [619] "ELAVL4"                 "DMRTA2"                
##   [621] "FAF1"                   "CDKN2C"                
##   [623] "RNF11"                  "TTC39A"                
##   [625] "EPS15"                  "OSBPL9"                
##   [627] "RAB3B"                  "TXNDC12"               
##   [629] "BTF3L4"                 "ZFYVE9"                
##   [631] "CC2D1B"                 "ORC1"                  
##   [633] "PRPF38A"                "GPX7"                  
##   [635] "ZYG11B"                 "ZYG11A"                
##   [637] "ECHDC2"                 "SCP2"                  
##   [639] "PODN"                   "SLC1A7"                
##   [641] "CPT2"                   "C1orf123"              
##   [643] "MAGOH"                  "LOC100507564"          
##   [645] "LRP8"                   "GLIS1"                 
##   [647] "YIPF1"                  "DIO1"                  
##   [649] "HSPB11"                 "LRRC42"                
##   [651] "LDLRAD1"                "TMEM59"                
##   [653] "TCEANC2"                "CYB5RL"                
##   [655] "MRPL37"                 "SSBP3"                 
##   [657] "ACOT11"                 "FAM151A"               
##   [659] "MROH7"                  "TTC4"                  
##   [661] "PARS2"                  "TTC22"                 
##   [663] "DHCR24"                 "TMEM61"                
##   [665] "PCSK9"                  "USP24"                 
##   [667] "LOC100507634"           "PRKAA2"                
##   [669] "C8A"                    "C8B"                   
##   [671] "DAB1"                   "OMA1"                  
##   [673] "TACSTD2"                "MYSM1"                 
##   [675] "JUN"                    "HSD52"                 
##   [677] "FGGY"                   "HOOK1"                 
##   [679] "CYP2J2"                 "C1orf87"               
##   [681] "NFIA"                   "TM2D1"                 
##   [683] "L1TD1"                  "KANK4"                 
##   [685] "USP1"                   "DOCK7"                 
##   [687] "ANGPTL3"                "ATG4C"                 
##   [689] "LINC00466"              "FOXD3"                 
##   [691] "ALG6"                   "ITGB3BP"               
##   [693] "EFCAB7"                 "DLEU2L"                
##   [695] "PGM1"                   "ROR1"                  
##   [697] "CACHD1"                 "RAVER2"                
##   [699] "JAK1"                   "MIR3671"               
##   [701] "AK4"                    "DNAJC6"                
##   [703] "LEPROT"                 "LEPR"                  
##   [705] "PDE4B"                  "SGIP1"                 
##   [707] "TCTEX1D1"               "WDR78"                 
##   [709] "MIER1"                  "SLC35D1"               
##   [711] "C1orf141"               "IL23R"                 
##   [713] "IL12RB2"                "SERBP1"                
##   [715] "GADD45A"                "GNG12"                 
##   [717] "GNG12-AS1"              "DIRAS3"                
##   [719] "WLS"                    "DEPDC1"                
##   [721] "LRRC7"                  "LRRC40"                
##   [723] "SRSF11"                 "ANKRD13C"              
##   [725] "HHLA3"                  "CTH"                   
##   [727] "PTGER3"                 "ZRANB2-AS1"            
##   [729] "ZRANB2"                 "MIR186"                
##   [731] "ZRANB2-AS2"             "NEGR1"                 
##   [733] "LRRIQ3"                 "FPGT"                  
##   [735] "CRYZ"                   "TYW3"                  
##   [737] "LHX8"                   "SLC44A5"               
##   [739] "ACADM"                  "RABGGTB"               
##   [741] "SNORD45C"               "SNORD45A"              
##   [743] "SNORD45B"               "MSH4"                  
##   [745] "ST6GALNAC3"             "ST6GALNAC5"            
##   [747] "PIGK"                   "AK5"                   
##   [749] "ZZZ3"                   "USP33"                 
##   [751] "NEXN"                   "FUBP1"                 
##   [753] "DNAJB4"                 "GIPC2"                 
##   [755] "PTGFR"                  "IFI44L"                
##   [757] "IFI44"                  "TTLL7"                 
##   [759] "PRKACB"                 "SAMD13"                
##   [761] "UOX"                    "DNASE2B"               
##   [763] "RPF1"                   "GNG5"                  
##   [765] "CTBS"                   "SSX2IP"                
##   [767] "LPAR3"                  "MCOLN2"                
##   [769] "MCOLN3"                 "WDR63"                 
##   [771] "SYDE2"                  "C1orf52"               
##   [773] "BCL10"                  "LOC646626"             
##   [775] "DDAH1"                  "CYR61"                 
##   [777] "ZNHIT6"                 "COL24A1"               
##   [779] "ODF2L"                  "CLCA2"                 
##   [781] "CLCA4"                  "CLCA3P"                
##   [783] "SH3GLB1"                "HS2ST1"                
##   [785] "LMO4"                   "PKN2"                  
##   [787] "GTF2B"                  "RBMXL1"                
##   [789] "GBP3"                   "GBP1"                  
##   [791] "GBP2"                   "GBP7"                  
##   [793] "GBP4"                   "GBP5"                  
##   [795] "GBP6"                   "GBP1P1"                
##   [797] "LRRC8B"                 "LRRC8C"                
##   [799] "LRRC8D"                 "GEMIN8P4"              
##   [801] "ZNF326"                 "ZNF644"                
##   [803] "HFM1"                   "CDC7"                  
##   [805] "TGFBR3"                 "EPHX4"                 
##   [807] "BTBD8"                  "KIAA1107"              
##   [809] "GLMN"                   "RPAP2"                 
##   [811] "GFI1"                   "EVI5"                  
##   [813] "RPL5"                   "FAM69A"                
##   [815] "SNORD21"                "SNORA66"               
##   [817] "MTF2"                   "TMED5"                 
##   [819] "CCDC18"                 "DR1"                   
##   [821] "FNBP1L"                 "BCAR3"                 
##   [823] "LOC100129046"           "DNTTIP2"               
##   [825] "GCLM"                   "ABCA4"                 
##   [827] "ARHGAP29"               "ABCD3"                 
##   [829] "F3"                     "SLC44A3"               
##   [831] "CNN3"                   "LOC729970"             
##   [833] "ALG14"                  "TMEM56"                
##   [835] "TMEM56-RWDD3"           "RWDD3"                 
##   [837] "PTBP2"                  "DPYD"                  
##   [839] "MIR137HG"               "MIR2682"               
##   [841] "SNX7"                   "PALMD"                 
##   [843] "FRRS1"                  "AGL"                   
##   [845] "SLC35A3"                "SASS6"                 
##   [847] "TRMT13"                 "LRRC39"                
##   [849] "DBT"                    "RTCA"                  
##   [851] "CDC14A"                 "GPR88"                 
##   [853] "VCAM1"                  "EXTL2"                 
##   [855] "SLC30A7"                "DPH5"                  
##   [857] "S1PR1"                  "COL11A1"               
##   [859] "RNPC3"                  "AMY2B"                 
##   [861] "ACTG1P4"                "PRMT6"                 
##   [863] "NTNG1"                  "VAV3"                  
##   [865] "SLC25A24"               "NBPF4"                 
##   [867] "FAM102B"                "HENMT1"                
##   [869] "PRPF38B"                "FNDC7"                 
##   [871] "STXBP3"                 "AKNAD1"                
##   [873] "GPSM2"                  "CLCC1"                 
##   [875] "WDR47"                  "TAF13"                 
##   [877] "TMEM167B"               "SCARNA2"               
##   [879] "C1orf194"               "KIAA1324"              
##   [881] "SARS"                   "CELSR2"                
##   [883] "PSRC1"                  "MYBPHL"                
##   [885] "SORT1"                  "PSMA5"                 
##   [887] "SYPL2"                  "ATXN7L2"               
##   [889] "CYB561D1"               "AMIGO1"                
##   [891] "GNAI3"                  "MIR197"                
##   [893] "GNAT2"                  "AMPD2"                 
##   [895] "GSTM4"                  "GSTM2"                 
##   [897] "GSTM1"                  "GSTM5"                 
##   [899] "GSTM3"                  "EPS8L3"                
##   [901] "CSF1"                   "AHCYL1"                
##   [903] "STRIP1"                 "ALX3"                  
##   [905] "UBL4B"                  "SLC6A17"               
##   [907] "KCNC4"                  "RBM15"                 
##   [909] "SLC16A4"                "LAMTOR5"               
##   [911] "CYMP"                   "KCNA3"                 
##   [913] "CD53"                   "LRIF1"                 
##   [915] "DRAM2"                  "CEPT1"                 
##   [917] "DENND2D"                "CHI3L2"                
##   [919] "CHIAP2"                 "CHIA"                  
##   [921] "PIFO"                   "OVGP1"                 
##   [923] "WDR77"                  "C1orf162"              
##   [925] "ADORA3"                 "RAP1A"                 
##   [927] "DDX20"                  "KCND3"                 
##   [929] "CTTNBP2NL"              "WNT2B"                 
##   [931] "ST7L"                   "CAPZA1"                
##   [933] "MOV10"                  "RHOC"                  
##   [935] "PPM1J"                  "FAM19A3"               
##   [937] "SLC16A1"                "AKR7A2P1"              
##   [939] "LRIG2"                  "LOC643441"             
##   [941] "MAGI3"                  "PHTF1"                 
##   [943] "RSBN1"                  "PTPN22"                
##   [945] "AP4B1-AS1"              "BCL2L15"               
##   [947] "AP4B1"                  "DCLRE1B"               
##   [949] "HIPK1"                  "OLFML3"                
##   [951] "SYT6"                   "TRIM33"                
##   [953] "BCAS2"                  "DENND2C"               
##   [955] "AMPD1"                  "NRAS"                  
##   [957] "CSDE1"                  "SIKE1"                 
##   [959] "TSPAN2"                 "NGF"                   
##   [961] "VANGL1"                 "CASQ2"                 
##   [963] "NHLH2"                  "SLC22A15"              
##   [965] "MAB21L3"                "ATP1A1"                
##   [967] "CD58"                   "IGSF3"                 
##   [969] "CD2"                    "PTGFRN"                
##   [971] "CD101"                  "TTF2"                  
##   [973] "TRIM45"                 "VTCN1"                 
##   [975] "MAN1A2"                 "GDAP2"                 
##   [977] "WDR3"                   "SPAG17"                
##   [979] "TBX15"                  "WARS2"                 
##   [981] "HAO2"                   "HSD3BP4"               
##   [983] "LINC00622"              "ZNF697"                
##   [985] "PHGDH"                  "HMGCS2"                
##   [987] "REG4"                   "NOTCH2"                
##   [989] "FAM72B"                 "HIST2H2BA"             
##   [991] "FCGR1B"                 "SRGAP2D"               
##   [993] "EMBP1"                  "ANKRD20A12P"           
##   [995] "FAM72D"                 "PFN1P2"                
##   [997] "NBPF9"                  "PDE4DIP"               
##   [999] "SEC22B"                 "NBPF10"                
##  [1001] "TXNIP"                  "POLR3GL"               
##  [1003] "ANKRD34A"               "LIX1L"                 
##  [1005] "RBM8A"                  "GNRHR2"                
##  [1007] "PEX11B"                 "ITGA10"                
##  [1009] "ANKRD35"                "PIAS3"                 
##  [1011] "NUDT17"                 "POLR3C"                
##  [1013] "RNF115"                 "CD160"                 
##  [1015] "PDZK1"                  "GPR89A"                
##  [1017] "LOC728989"              "PRKAB2"                
##  [1019] "FMO5"                   "CHD1L"                 
##  [1021] "LINC00624"              "BCL9"                  
##  [1023] "ACP6"                   "GJA5"                  
##  [1025] "GPR89B"                 "NBPF14"                
##  [1027] "NBPF15"                 "HIST2H2BF"             
##  [1029] "FCGR1A"                 "HIST2H3D"              
##  [1031] "HIST2H2BC"              "HIST2H2BE"             
##  [1033] "HIST2H2AC"              "HIST2H2AB"             
##  [1035] "BOLA1"                  "SV2A"                  
##  [1037] "SF3B4"                  "MTMR11"                
##  [1039] "OTUD7B"                 "VPS45"                 
##  [1041] "PLEKHO1"                "ANP32E"                
##  [1043] "CA14"                   "APH1A"                 
##  [1045] "C1orf54"                "MRPS21"                
##  [1047] "PRPF3"                  "RPRD2"                 
##  [1049] "TARS2"                  "ECM1"                  
##  [1051] "ADAMTSL4"               "MIR4257"               
##  [1053] "MCL1"                   "ENSA"                  
##  [1055] "GOLPH3L"                "HORMAD1"               
##  [1057] "CTSS"                   "CTSK"                  
##  [1059] "ARNT"                   "SETDB1"                
##  [1061] "CERS2"                  "ANXA9"                 
##  [1063] "BNIPL"                  "C1orf56"               
##  [1065] "CDC42SE1"               "MLLT11"                
##  [1067] "GABPB2"                 "SEMA6C"                
##  [1069] "TNFAIP8L2"              "LYSMD1"                
##  [1071] "SCNM1"                  "TMOD4"                 
##  [1073] "VPS72"                  "PIP5K1A"               
##  [1075] "PSMD4"                  "ZNF687"                
##  [1077] "PI4KB"                  "RFX5"                  
##  [1079] "SELENBP1"               "PSMB4"                 
##  [1081] "POGZ"                   "CGN"                   
##  [1083] "TUFT1"                  "MIR554"                
##  [1085] "SNX27"                  "CELF3"                 
##  [1087] "RIIAD1"                 "MRPL9"                 
##  [1089] "OAZ3"                   "TDRKH"                 
##  [1091] "RORC"                   "C2CD4D"                
##  [1093] "LOC100132111"           "THEM5"                 
##  [1095] "THEM4"                  "S100A10"               
##  [1097] "S100A11"                "TCHHL1"                
##  [1099] "TCHH"                   "RPTN"                  
##  [1101] "HRNR"                   "FLG"                   
##  [1103] "FLG2"                   "CRNN"                  
##  [1105] "CRCT1"                  "LCE3E"                 
##  [1107] "LCE3D"                  "KPRP"                  
##  [1109] "LCE1F"                  "LCE1E"                 
##  [1111] "LCE1C"                  "LCE1B"                 
##  [1113] "IVL"                    "SPRR1A"                
##  [1115] "SPRR3"                  "SPRR1B"                
##  [1117] "SPRR2D"                 "SPRR2A"                
##  [1119] "SPRR2E"                 "SPRR2F"                
##  [1121] "SPRR2C"                 "PGLYRP3"               
##  [1123] "PGLYRP4"                "S100A9"                
##  [1125] "S100A12"                "S100A8"                
##  [1127] "S100A7A"                "S100A7"                
##  [1129] "S100A6"                 "S100A5"                
##  [1131] "S100A4"                 "S100A3"                
##  [1133] "S100A2"                 "S100A16"               
##  [1135] "S100A14"                "S100A13"               
##  [1137] "S100A1"                 "CHTOP"                 
##  [1139] "SNAPIN"                 "ILF2"                  
##  [1141] "NPR1"                   "INTS3"                 
##  [1143] "SLC27A3"                "GATAD2B"               
##  [1145] "DENND4B"                "CRTC2"                 
##  [1147] "SLC39A1"                "CREB3L4"               
##  [1149] "JTB"                    "RAB13"                 
##  [1151] "RPS27"                  "NUP210L"               
##  [1153] "TPM3"                   "C1orf189"              
##  [1155] "C1orf43"                "UBAP2L"                
##  [1157] "HAX1"                   "AQP10"                 
##  [1159] "ATP8B2"                 "IL6R"                  
##  [1161] "SHE"                    "TDRD10"                
##  [1163] "UBE2Q1"                 "CHRNB2"                
##  [1165] "ADAR"                   "KCNN3"                 
##  [1167] "PMVK"                   "PBXIP1"                
##  [1169] "PYGO2"                  "SHC1"                  
##  [1171] "CKS1B"                  "MIR4258"               
##  [1173] "FLAD1"                  "LENEP"                 
##  [1175] "ZBTB7B"                 "DCST2"                 
##  [1177] "DCST1"                  "ADAM15"                
##  [1179] "EFNA4"                  "EFNA3"                 
##  [1181] "EFNA1"                  "SLC50A1"               
##  [1183] "DPM3"                   "KRTCAP2"               
##  [1185] "TRIM46"                 "MUC1"                  
##  [1187] "THBS3"                  "MTX1"                  
##  [1189] "GBAP1"                  "GBA"                   
##  [1191] "FAM189B"                "SCAMP3"                
##  [1193] "CLK2"                   "HCN3"                  
##  [1195] "PKLR"                   "FDPS"                  
##  [1197] "RUSC1-AS1"              "RUSC1"                 
##  [1199] "ASH1L"                  "ASH1L-AS1"             
##  [1201] "MSTO1"                  "MSTO2P"                
##  [1203] "YY1AP1"                 "DAP3"                  
##  [1205] "GON4L"                  "SYT11"                 
##  [1207] "RIT1"                   "SCARNA4"               
##  [1209] "RXFP4"                  "ARHGEF2"               
##  [1211] "SSR2"                   "UBQLN4"                
##  [1213] "LAMTOR2"                "RAB25"                 
##  [1215] "MEX3A"                  "LMNA"                  
##  [1217] "SEMA4A"                 "SLC25A44"              
##  [1219] "PMF1"                   "BGLAP"                 
##  [1221] "PAQR6"                  "SMG5"                  
##  [1223] "TMEM79"                 "VHLL"                  
##  [1225] "CCT3"                   "TSACC"                 
##  [1227] "RHBG"                   "C1orf61"               
##  [1229] "MEF2D"                  "IQGAP3"                
##  [1231] "TTC24"                  "GPATCH4"               
##  [1233] "HAPLN2"                 "BCAN"                  
##  [1235] "NES"                    "CRABP2"                
##  [1237] "ISG20L2"                "RRNAD1"                
##  [1239] "MRPL24"                 "HDGF"                  
##  [1241] "PRCC"                   "SH2D2A"                
##  [1243] "NTRK1"                  "INSRR"                 
##  [1245] "PEAR1"                  "LRRC71"                
##  [1247] "ARHGEF11"               "MIR765"                
##  [1249] "ETV3L"                  "ETV3"                  
##  [1251] "CYCSP52"                "FCRL5"                 
##  [1253] "FCRL4"                  "FCRL3"                 
##  [1255] "FCRL2"                  "FCRL1"                 
##  [1257] "CD5L"                   "CD1D"                  
##  [1259] "CD1A"                   "CD1C"                  
##  [1261] "CD1E"                   "SPTA1"                 
##  [1263] "MNDA"                   "PYHIN1"                
##  [1265] "IFI16"                  "AIM2"                  
##  [1267] "CADM3"                  "FCER1A"                
##  [1269] "APCS"                   "CRP"                   
##  [1271] "DUSP23"                 "FCRL6"                 
##  [1273] "SLAMF8"                 "VSIG8"                 
##  [1275] "TAGLN2"                 "IGSF9"                 
##  [1277] "SLAMF9"                 "PIGM"                  
##  [1279] "KCNJ10"                 "IGSF8"                 
##  [1281] "ATP1A2"                 "ATP1A4"                
##  [1283] "CASQ1"                  "PEA15"                 
##  [1285] "DCAF8"                  "PEX19"                 
##  [1287] "COPA"                   "SUMO1P3"               
##  [1289] "NCSTN"                  "NHLH1"                 
##  [1291] "VANGL2"                 "SLAMF6"                
##  [1293] "CD84"                   "SLAMF1"                
##  [1295] "CD48"                   "SLAMF7"                
##  [1297] "LY9"                    "CD244"                 
##  [1299] "ITLN1"                  "ITLN2"                 
##  [1301] "F11R"                   "TSTD1"                 
##  [1303] "USF1"                   "ARHGAP30"              
##  [1305] "KLHDC9"                 "PFDN2"                 
##  [1307] "NIT1"                   "DEDD"                  
##  [1309] "UFC1"                   "USP21"                 
##  [1311] "PPOX"                   "B4GALT3"               
##  [1313] "ADAMTS4"                "NDUFS2"                
##  [1315] "FCER1G"                 "TOMM40L"               
##  [1317] "NR1I3"                  "PCP4L1"                
##  [1319] "MPZ"                    "SDHC"                  
##  [1321] "FCGR2A"                 "HSPA6"                 
##  [1323] "FCGR3A"                 "FCGR2C"                
##  [1325] "HSPA7"                  "FCGR3B"                
##  [1327] "FCGR2B"                 "RPL31P11"              
##  [1329] "FCRLA"                  "FCRLB"                 
##  [1331] "DUSP12"                 "ATF6"                  
##  [1333] "OLFML2B"                "NOS1AP"                
##  [1335] "C1orf226"               "SH2D1B"                
##  [1337] "UHMK1"                  "UAP1"                  
##  [1339] "DDR2"                   "HSD17B7"               
##  [1341] "RGS4"                   "RGS5"                  
##  [1343] "NUF2"                   "PBX1"                  
##  [1345] "RXRG"                   "LOC400794"             
##  [1347] "MGST3"                  "ALDH9A1"               
##  [1349] "LOC440700"              "TMCO1"                 
##  [1351] "UCK2"                   "FAM78B"                
##  [1353] "POGK"                   "TADA1"                 
##  [1355] "ILDR2"                  "MAEL"                  
##  [1357] "GPA33"                  "DUSP27"                
##  [1359] "POU2F1"                 "CD247"                 
##  [1361] "CREG1"                  "RCSD1"                 
##  [1363] "MPZL1"                  "ADCY10"                
##  [1365] "MPC2"                   "DCAF6"                 
##  [1367] "GPR161"                 "TIPRL"                 
##  [1369] "SFT2D2"                 "ANKRD36BP1"            
##  [1371] "TBX19"                  "LOC100505918"          
##  [1373] "XCL2"                   "XCL1"                  
##  [1375] "DPT"                    "ATP1B1"                
##  [1377] "NME7"                   "BLZF1"                 
##  [1379] "SLC19A2"                "F5"                    
##  [1381] "SELP"                   "SELL"                  
##  [1383] "SELE"                   "METTL18"               
##  [1385] "C1orf112"               "SCYL3"                 
##  [1387] "KIFAP3"                 "GORAB"                 
##  [1389] "PRRX1"                  "MROH9"                 
##  [1391] "FMO3"                   "FMO2"                  
##  [1393] "FMO1"                   "FMO4"                  
##  [1395] "TOP1P1"                 "PRRC2C"                
##  [1397] "MYOC"                   "VAMP4"                 
##  [1399] "METTL13"                "DNM3"                  
##  [1401] "DNM3OS"                 "C1orf105"              
##  [1403] "PIGC"                   "SUCO"                  
##  [1405] "FASLG"                  "TNFSF18"               
##  [1407] "TNFSF4"                 "LOC100506023"          
##  [1409] "PRDX6"                  "SLC9C2"                
##  [1411] "ANKRD45"                "KLHL20"                
##  [1413] "CENPL"                  "DARS2"                 
##  [1415] "GAS5-AS1"               "GAS5"                  
##  [1417] "SNORD81"                "SNORD47"               
##  [1419] "SNORD80"                "SNORD79"               
##  [1421] "SNORD78"                "SNORD44"               
##  [1423] "SNORD77"                "SNORD76"               
##  [1425] "SNORD75"                "SNORD74"               
##  [1427] "ZBTB37"                 "SERPINC1"              
##  [1429] "RC3H1"                  "RABGAP1L"              
##  [1431] "GPR52"                  "CACYBP"                
##  [1433] "MRPS14"                 "TNN"                   
##  [1435] "KIAA0040"               "TNR"                   
##  [1437] "SCARNA3"                "PAPPA2"                
##  [1439] "ASTN1"                  "SEC16B"                
##  [1441] "RASAL2-AS1"             "RASAL2"                
##  [1443] "C1orf220"               "RALGPS2"               
##  [1445] "ANGPTL1"                "FAM20B"                
##  [1447] "TOR3A"                  "ABL2"                  
##  [1449] "SOAT1"                  "AXDND1"                
##  [1451] "TDRD5"                  "FAM163A"               
##  [1453] "TOR1AIP2"               "TOR1AIP1"              
##  [1455] "CEP350"                 "QSOX1"                 
##  [1457] "FLJ23867"               "LHX4"                  
##  [1459] "ACBD6"                  "XPR1"                  
##  [1461] "KIAA1614"               "STX6"                  
##  [1463] "MR1"                    "IER5"                  
##  [1465] "CACNA1E"                "ZNF648"                
##  [1467] "GLUL"                   "TEDDM1"                
##  [1469] "RNASEL"                 "RGS16"                 
##  [1471] "NPL"                    "DHX9"                  
##  [1473] "LAMC1"                  "LAMC2"                 
##  [1475] "NMNAT2"                 "SMG7-AS1"              
##  [1477] "SMG7"                   "NCF2"                  
##  [1479] "ARPC5"                  "RGL1"                  
##  [1481] "APOBEC4"                "TSEN15"                
##  [1483] "C1orf21"                "EDEM3"                 
##  [1485] "FAM129A"                "RNF2"                  
##  [1487] "TRMT1L"                 "SWT1"                  
##  [1489] "IVNS1ABP"               "HMCN1"                 
##  [1491] "PRG4"                   "TPR"                   
##  [1493] "OCLM"                   "PDC"                   
##  [1495] "PTGS2"                  "PLA2G4A"               
##  [1497] "RGS18"                  "RGS1"                  
##  [1499] "RGS13"                  "RGS2"                  
##  [1501] "UCHL5"                  "TROVE2"                
##  [1503] "GLRX2"                  "CDC73"                 
##  [1505] "B3GALT2"                "KCNT2"                 
##  [1507] "CFH"                    "CFHR3"                 
##  [1509] "CFHR1"                  "F13B"                  
##  [1511] "ASPM"                   "ZBTB41"                
##  [1513] "CRB1"                   "DENND1B"               
##  [1515] "C1orf53"                "LHX9"                  
##  [1517] "NEK7"                   "PTPRC"                 
##  [1519] "NR5A2"                  "ZNF281"                
##  [1521] "KIF14"                  "DDX59"                 
##  [1523] "CAMSAP2"                "GPR25"                 
##  [1525] "KIF21B"                 "CACNA1S"               
##  [1527] "ASCL5"                  "TMEM9"                 
##  [1529] "IGFN1"                  "PKP1"                  
##  [1531] "TNNT2"                  "LAD1"                  
##  [1533] "TNNI1"                  "PHLDA3"                
##  [1535] "CSRP1"                  "RPS10P7"               
##  [1537] "NAV1"                   "IPO9"                  
##  [1539] "SHISA4"                 "LMOD1"                 
##  [1541] "TIMM17A"                "RNPEP"                 
##  [1543] "ELF3"                   "GPR37L1"               
##  [1545] "ARL8A"                  "PTPN7"                 
##  [1547] "PTPRVP"                 "LGR6"                  
##  [1549] "UBE2T"                  "PPP1R12B"              
##  [1551] "SYT2"                   "KDM5B"                 
##  [1553] "LOC148709"              "RABIF"                 
##  [1555] "KLHL12"                 "ADIPOR1"               
##  [1557] "CYB5R1"                 "TMEM183A"              
##  [1559] "PPFIA4"                 "ADORA1"                
##  [1561] "MYBPH"                  "CHI3L1"                
##  [1563] "CHIT1"                  "BTG2"                  
##  [1565] "FMOD"                   "PRELP"                 
##  [1567] "ATP2B4"                 "SNORA77"               
##  [1569] "LINC00260"              "LAX1"                  
##  [1571] "ZC3H11A"                "ZBED6"                 
##  [1573] "SNRPE"                  "SOX13"                 
##  [1575] "ETNK2"                  "REN"                   
##  [1577] "KISS1"                  "GOLT1A"                
##  [1579] "PLEKHA6"                "LINC00628"             
##  [1581] "PPP1R15B"               "PIK3C2B"               
##  [1583] "MDM4"                   "LRRN2"                 
##  [1585] "NFASC"                  "CNTN2"                 
##  [1587] "TMEM81"                 "RBBP5"                 
##  [1589] "DSTYK"                  "TMCC2"                 
##  [1591] "NUAK2"                  "KLHDC8A"               
##  [1593] "LEMD1"                  "CDK18"                 
##  [1595] "LOC284578"              "ELK4"                  
##  [1597] "SLC45A3"                "NUCKS1"                
##  [1599] "SLC41A1"                "PM20D1"                
##  [1601] "LOC284581"              "SLC26A9"               
##  [1603] "FAM72A"                 "CTSE"                  
##  [1605] "SRGAP2C"                "SRGAP2"                
##  [1607] "IKBKE"                  "RASSF5"                
##  [1609] "EIF2D"                  "DYRK3"                 
##  [1611] "MAPKAPK2"               "IL10"                  
##  [1613] "IL19"                   "IL20"                  
##  [1615] "IL24"                   "PIGR"                  
##  [1617] "FCAMR"                  "C1orf116"              
##  [1619] "YOD1"                   "PFKFB2"                
##  [1621] "C4BPB"                  "C4BPA"                 
##  [1623] "CD55"                   "CR2"                   
##  [1625] "CR1"                    "CR1L"                  
##  [1627] "CD46"                   "MIR29C"                
##  [1629] "MIR29B2"                "LOC148696"             
##  [1631] "CD34"                   "PLXNA2"                
##  [1633] "MIR205HG"               "MIR205"                
##  [1635] "CAMK1G"                 "LAMB3"                 
##  [1637] "MIR4260"                "G0S2"                  
##  [1639] "HSD11B1"                "TRAF3IP3"              
##  [1641] "C1orf74"                "IRF6"                  
##  [1643] "SYT14"                  "SERTAD4-AS1"           
##  [1645] "SERTAD4"                "HHAT"                  
##  [1647] "KCNH1"                  "RCOR3"                 
##  [1649] "TRAF5"                  "LINC00467"             
##  [1651] "RD3"                    "SLC30A1"               
##  [1653] "NEK2"                   "LPGAT1"                
##  [1655] "INTS7"                  "DTL"                   
##  [1657] "PPP2R5A"                "SNORA16B"              
##  [1659] "TMEM206"                "NENF"                  
##  [1661] "ATF3"                   "FAM71A"                
##  [1663] "BATF3"                  "NSL1"                  
##  [1665] "TATDN3"                 "FLVCR1"                
##  [1667] "VASH2"                  "ANGEL2"                
##  [1669] "RPS6KC1"                "PROX1"                 
##  [1671] "SMYD2"                  "PTPN14"                
##  [1673] "CENPF"                  "KCNK2"                 
##  [1675] "KCTD3"                  "USH2A"                 
##  [1677] "ESRRG"                  "GPATCH2"               
##  [1679] "SPATA17"                "RRP15"                 
##  [1681] "TGFB2"                  "LYPLAL1"               
##  [1683] "SLC30A10"               "EPRS"                  
##  [1685] "BPNT1"                  "IARS2"                 
##  [1687] "RAB3GAP2"               "MARK1"                 
##  [1689] "C1orf115"               "MARC2"                 
##  [1691] "MARC1"                  "HLX"                   
##  [1693] "C1orf140"               "DUSP10"                
##  [1695] "HHIPL2"                 "TAF1A"                 
##  [1697] "MIA3"                   "AIDA"                  
##  [1699] "BROX"                   "FAM177B"               
##  [1701] "DISP1"                  "TLR5"                  
##  [1703] "SUSD4"                  "CAPN8"                 
##  [1705] "CAPN2"                  "TP53BP2"               
##  [1707] "FBXO28"                 "DEGS1"                 
##  [1709] "NVL"                    "CNIH4"                 
##  [1711] "WDR26"                  "CNIH3"                 
##  [1713] "DNAH14"                 "LBR"                   
##  [1715] "ENAH"                   "SRP9"                  
##  [1717] "EPHX1"                  "TMEM63A"               
##  [1719] "LEFTY1"                 "PYCR2"                 
##  [1721] "LEFTY2"                 "SDE2"                  
##  [1723] "ACBD3"                  "LIN9"                  
##  [1725] "PARP1"                  "ITPKB"                 
##  [1727] "PSEN2"                  "CDC42BPA"              
##  [1729] "ZNF678"                 "JMJD4"                 
##  [1731] "SNAP47"                 "WNT9A"                 
##  [1733] "WNT3A"                  "ARF1"                  
##  [1735] "C1orf35"                "MRPL55"                
##  [1737] "GUK1"                   "GJC2"                  
##  [1739] "IBA57"                  "OBSCN"                 
##  [1741] "TRIM11"                 "TRIM17"                
##  [1743] "HIST3H2A"               "HIST3H2BB"             
##  [1745] "RNF187"                 "RHOU"                  
##  [1747] "DUSP5P1"                "RAB4A"                 
##  [1749] "CCSAP"                  "ACTA1"                 
##  [1751] "NUP133"                 "ABCB10"                
##  [1753] "TAF5L"                  "URB2"                  
##  [1755] "GALNT2"                 "PGBD5"                 
##  [1757] "COG2"                   "AGT"                   
##  [1759] "CAPN9"                  "C1orf198"              
##  [1761] "TTC13"                  "ARV1"                  
##  [1763] "FAM89A"                 "TRIM67"                
##  [1765] "C1orf131"               "GNPAT"                 
##  [1767] "EXOC8"                  "SPRTN"                 
##  [1769] "EGLN1"                  "TSNAX"                 
##  [1771] "DISC1"                  "SIPA1L2"               
##  [1773] "MAP10"                  "NTPCR"                 
##  [1775] "KCNK1"                  "SLC35F3"               
##  [1777] "COA6"                   "TARBP1"                
##  [1779] "IRF2BP2"                "LINC00184"             
##  [1781] "TOMM20"                 "SNORA14B"              
##  [1783] "RBM34"                  "ARID4B"                
##  [1785] "GGPS1"                  "TBCE"                  
##  [1787] "B3GALNT2"               "GNG4"                  
##  [1789] "LYST"                   "NID1"                  
##  [1791] "GPR137B"                "EDARADD"               
##  [1793] "LGALS8"                 "LGALS8-AS1"            
##  [1795] "HEATR1"                 "ACTN2"                 
##  [1797] "MTR"                    "RYR2"                  
##  [1799] "LOC100130331"           "CHRM3"                 
##  [1801] "FMN2"                   "GREM2"                 
##  [1803] "RGS7"                   "FH"                    
##  [1805] "KMO"                    "OPN3"                  
##  [1807] "CHML"                   "WDR64"                 
##  [1809] "EXO1"                   "MAP1LC3C"              
##  [1811] "PLD5"                   "CEP170"                
##  [1813] "SDCCAG8"                "MIR4677"               
##  [1815] "AKT3"                   "LOC339529"             
##  [1817] "ZBTB18"                 "C1orf100"              
##  [1819] "ADSS"                   "DESI2"                 
##  [1821] "COX20"                  "HNRNPU"                
##  [1823] "EFCAB2"                 "KIF26B"                
##  [1825] "SMYD3"                  "TFB2M"                 
##  [1827] "CNST"                   "SCCPDH"                
##  [1829] "AHCTF1"                 "ZNF695"                
##  [1831] "ZNF670"                 "ZNF669"                
##  [1833] "C1orf229"               "ZNF124"                
##  [1835] "MIR3916"                "ZNF496"                
##  [1837] "NLRP3"                  "GCSAML"                
##  [1839] "TRIM58"                 "OR2W3"                 
##  [1841] "OR14I1"                 "SH3BP5L"               
##  [1843] "MIR3124"                "ZNF672"                
##  [1845] "ZNF692"                 "PGBD2"                 
##  [1847] "TUBB8"                  "ZMYND11"               
##  [1849] "DIP2C"                  "PRR26"                 
##  [1851] "LARP4B"                 "GTPBP4"                
##  [1853] "IDI2"                   "IDI2-AS1"              
##  [1855] "IDI1"                   "WDR37"                 
##  [1857] "ADARB2"                 "PFKP"                  
##  [1859] "PITRM1"                 "PITRM1-AS1"            
##  [1861] "KLF6"                   "LINC00705"             
##  [1863] "AKR1E2"                 "AKR1C6P"               
##  [1865] "AKR1C1"                 "AKR1C2"                
##  [1867] "AKR1C3"                 "AKR1C4"                
##  [1869] "UCN3"                   "TUBAL3"                
##  [1871] "NET1"                   "CALML5"                
##  [1873] "CALML3"                 "ASB13"                 
##  [1875] "FAM208B"                "GDI2"                  
##  [1877] "ANKRD16"                "IL15RA"                
##  [1879] "IL2RA"                  "RBM17"                 
##  [1881] "PFKFB3"                 "LOC399715"             
##  [1883] "PRKCQ"                  "PRKCQ-AS1"             
##  [1885] "LINC00707"              "SFMBT2"                
##  [1887] "ITIH5"                  "ITIH2"                 
##  [1889] "KIN"                    "TAF3"                  
##  [1891] "GATA3-AS1"              "GATA3"                 
##  [1893] "SFTA1P"                 "CELF2"                 
##  [1895] "CELF2-AS2"              "USP6NL"                
##  [1897] "ECHDC3"                 "PROSER2"               
##  [1899] "PROSER2-AS1"            "UPF2"                  
##  [1901] "DHTKD1"                 "SEC61A2"               
##  [1903] "NUDT5"                  "CDC123"                
##  [1905] "CAMK1D"                 "CCDC3"                 
##  [1907] "OPTN"                   "MCM10"                 
##  [1909] "PHYH"                   "SEPHS1"                
##  [1911] "BEND7"                  "PRPF18"                
##  [1913] "FRMD4A"                 "FAM107B"               
##  [1915] "CDNF"                   "HSPA14"                
##  [1917] "SUV39H2"                "DCLRE1C"               
##  [1919] "MEIG1"                  "OLAH"                  
##  [1921] "ACBD7"                  "C10orf111"             
##  [1923] "RPP38"                  "NMT2"                  
##  [1925] "PPIAP30"                "FAM171A1"              
##  [1927] "ITGA8"                  "PTER"                  
##  [1929] "C1QL3"                  "RSU1"                  
##  [1931] "CUBN"                   "TRDMT1"                
##  [1933] "VIM"                    "ST8SIA6"               
##  [1935] "ST8SIA6-AS1"            "STAM"                  
##  [1937] "TMEM236"                "MRC1"                  
##  [1939] "SLC39A12"               "CACNB2"                
##  [1941] "NSUN6"                  "ARL5B"                 
##  [1943] "PLXDC2"                 "NEBL"                  
##  [1945] "NEBL-AS1"               "MIR1915"               
##  [1947] "SKIDA1"                 "MLLT10"                
##  [1949] "DNAJC1"                 "LOC100130992"          
##  [1951] "COMMD3"                 "BMI1"                  
##  [1953] "SPAG6"                  "LOC100499489"          
##  [1955] "PIP4K2A"                "ARMC3"                 
##  [1957] "MSRB2"                  "C10orf67"              
##  [1959] "OTUD1"                  "KIAA1217"              
##  [1961] "ARHGAP21"               "PRTFDC1"               
##  [1963] "ENKUR"                  "THNSL1"                
##  [1965] "GPR158-AS1"             "GPR158"                
##  [1967] "MYO3A"                  "APBB1IP"               
##  [1969] "PDSS1"                  "ABI1"                  
##  [1971] "ANKRD26"                "YME1L1"                
##  [1973] "MASTL"                  "ACBD5"                 
##  [1975] "LRRC37A6P"              "RAB18"                 
##  [1977] "MKX"                    "ARMC4"                 
##  [1979] "MPP7"                   "WAC-AS1"               
##  [1981] "WAC"                    "BAMBI"                 
##  [1983] "SVIL"                   "MIR604"                
##  [1985] "MTPAP"                  "MAP3K8"                
##  [1987] "ZNF438"                 "ZEB1-AS1"              
##  [1989] "ZEB1"                   "ARHGAP12"              
##  [1991] "KIF5B"                  "EPC1"                  
##  [1993] "CCDC7"                  "ITGB1"                 
##  [1995] "NRP1"                   "PARD3"                 
##  [1997] "CUL2"                   "CREM"                  
##  [1999] "CCNY"                   "GJD4"                  
##  [2001] "FZD8"                   "ANKRD30A"              
##  [2003] "ZNF248"                 "ZNF25"                 
##  [2005] "ZNF33A"                 "ZNF37A"                
##  [2007] "HSD17B7P2"              "LOC441666"             
##  [2009] "LINC00839"              "ZNF37BP"               
##  [2011] "ZNF33B"                 "BMS1"                  
##  [2013] "RET"                    "CSGALNACT2"            
##  [2015] "RASGEF1A"               "FXYD4"                 
##  [2017] "HNRNPF"                 "ZNF239"                
##  [2019] "ZNF485"                 "ZNF32"                 
##  [2021] "ZNF32-AS1"              "ZNF32-AS2"             
##  [2023] "HNRNPA3P1"              "LINC00840"             
##  [2025] "CXCL12"                 "TMEM72-AS1"            
##  [2027] "RASSF4"                 "C10orf25"              
##  [2029] "ZNF22"                  "OR13A1"                
##  [2031] "ALOX5"                  "MARCH8"                
##  [2033] "ZFAND4"                 "AGAP4"                 
##  [2035] "SYT15"                  "GPRIN2"                
##  [2037] "LINC00842"              "HNRNPA1P33"            
##  [2039] "AGAP9"                  "ZNF488"                
##  [2041] "RBP3"                   "GDF10"                 
##  [2043] "FRMPD2"                 "MAPK8"                 
##  [2045] "ARHGAP22"               "WDFY4"                 
##  [2047] "LRRC18"                 "VSTM4"                 
##  [2049] "ERCC6"                  "PGBD3"                 
##  [2051] "OGDHL"                  "PARG"                  
##  [2053] "MSMB"                   "NCOA4"                 
##  [2055] "TIMM23"                 "AGAP6"                 
##  [2057] "ASAH2"                  "SGMS1"                 
##  [2059] "ASAH2B"                 "A1CF"                  
##  [2061] "PRKG1"                  "CSTF2T"                
##  [2063] "PRKG1-AS1"              "DKK1"                  
##  [2065] "PCDH15"                 "ZWINT"                 
##  [2067] "IPMK"                   "CISD1"                 
##  [2069] "UBE2D1"                 "TFAM"                  
##  [2071] "BICC1"                  "FAM133CP"              
##  [2073] "PHYHIPL"                "FAM13C"                
##  [2075] "SLC16A9"                "CCDC6"                 
##  [2077] "ANK3"                   "CDK1"                  
##  [2079] "RHOBTB1"                "TMEM26"                
##  [2081] "ARID5B"                 "RTKN2"                 
##  [2083] "ZNF365"                 "ADO"                   
##  [2085] "EGR2"                   "NRBF2"                 
##  [2087] "JMJD1C"                 "JMJD1C-AS1"            
##  [2089] "REEP3"                  "ANXA2P3"               
##  [2091] "DNAJC12"                "SIRT1"                 
##  [2093] "HERC4"                  "MYPN"                  
##  [2095] "ATOH7"                  "PBLD"                  
##  [2097] "HNRNPH3"                "RUFY2"                 
##  [2099] "DNA2"                   "SLC25A16"              
##  [2101] "TET1"                   "CCAR1"                 
##  [2103] "SNORD98"                "STOX1"                 
##  [2105] "DDX50"                  "DDX21"                 
##  [2107] "SRGN"                   "VPS26A"                
##  [2109] "SUPV3L1"                "HKDC1"                 
##  [2111] "HK1"                    "TACR2"                 
##  [2113] "TSPAN15"                "COL13A1"               
##  [2115] "H2AFY2"                 "AIFM2"                 
##  [2117] "TYSND1"                 "SAR1A"                 
##  [2119] "PPA1"                   "LRRC20"                
##  [2121] "EIF4EBP2"               "NODAL"                 
##  [2123] "PALD1"                  "PRF1"                  
##  [2125] "ADAMTS14"               "SGPL1"                 
##  [2127] "PCBD1"                  "UNC5B"                 
##  [2129] "UNC5B-AS1"              "SLC29A3"               
##  [2131] "CDH23"                  "C10orf105"             
##  [2133] "PSAP"                   "CHST3"                 
##  [2135] "SPOCK2"                 "ASCC1"                 
##  [2137] "ANAPC16"                "DDIT4"                 
##  [2139] "DNAJB12"                "MICU1"                 
##  [2141] "MCU"                    "OIT3"                  
##  [2143] "PLA2G12B"               "P4HA1"                 
##  [2145] "NUDT13"                 "ECD"                   
##  [2147] "FAM149B1"               "DNAJC9"                
##  [2149] "DNAJC9-AS1"             "MRPS16"                
##  [2151] "ANXA7"                  "MSS51"                 
##  [2153] "PPP3CB"                 "USP54"                 
##  [2155] "MYOZ1"                  "SYNPO2L"               
##  [2157] "AGAP5"                  "BMS1P4"                
##  [2159] "GLUD1P3"                "SEC24C"                
##  [2161] "FUT11"                  "CHCHD1"                
##  [2163] "ZSWIM8"                 "ZSWIM8-AS1"            
##  [2165] "NDST2"                  "CAMK2G"                
##  [2167] "C10orf55"               "PLAU"                  
##  [2169] "VCL"                    "AP3M1"                 
##  [2171] "ADK"                    "KAT6B"                 
##  [2173] "DUSP13"                 "SAMD8"                 
##  [2175] "VDAC2"                  "COMTD1"                
##  [2177] "ZNF503-AS1"             "ZNF503"                
##  [2179] "ZNF503-AS2"             "KCNMA1"                
##  [2181] "DLG5"                   "DLG5-AS1"              
##  [2183] "POLR3A"                 "RPS24"                 
##  [2185] "LINC00856"              "LINC00595"             
##  [2187] "ZMIZ1-AS1"              "ZMIZ1"                 
##  [2189] "PPIF"                   "ZCCHC24"               
##  [2191] "EIF5AL1"                "SFTPA2"                
##  [2193] "SFTPA1"                 "BEND3P3"               
##  [2195] "LOC642361"              "MBL1P"                 
##  [2197] "SFTPD"                  "TMEM254-AS1"           
##  [2199] "TMEM254"                "PLAC9"                 
##  [2201] "ANXA11"                 "LINC00857"             
##  [2203] "MAT1A"                  "DYDC1"                 
##  [2205] "DYDC2"                  "TSPAN14"               
##  [2207] "SH2D4B"                 "NRG3"                  
##  [2209] "GHITM"                  "C10orf99"              
##  [2211] "CDHR1"                  "LRIT2"                 
##  [2213] "LINC00858"              "CCSER2"                
##  [2215] "GRID1"                  "LDB3"                  
##  [2217] "BMPR1A"                 "MMRN2"                 
##  [2219] "SNCG"                   "ADIRF"                 
##  [2221] "AGAP11"                 "FAM25A"                
##  [2223] "GLUD1"                  "MINPP1"                
##  [2225] "PAPSS2"                 "ATAD1"                 
##  [2227] "CFL1P1"                 "KLLN"                  
##  [2229] "PTEN"                   "RNLS"                  
##  [2231] "LIPK"                   "LIPN"                  
##  [2233] "ANKRD22"                "STAMBPL1"              
##  [2235] "ACTA2"                  "FAS"                   
##  [2237] "FAS-AS1"                "CH25H"                 
##  [2239] "LIPA"                   "IFIT2"                 
##  [2241] "IFIT3"                  "IFIT1B"                
##  [2243] "IFIT1"                  "IFIT5"                 
##  [2245] "SLC16A12"               "PANK1"                 
##  [2247] "FLJ37201"               "KIF20B"                
##  [2249] "HTR7"                   "RPP30"                 
##  [2251] "ANKRD1"                 "NUDT9P1"               
##  [2253] "PCGF5"                  "HECTD2"                
##  [2255] "PPP1R3C"                "TNKS2"                 
##  [2257] "FGFBP3"                 "BTAF1"                 
##  [2259] "CPEB3"                  "MARCH5"                
##  [2261] "MARK2P9"                "IDE"                   
##  [2263] "KIF11"                  "HHEX"                  
##  [2265] "EXOC6"                  "CYP26A1"               
##  [2267] "MYOF"                   "CEP55"                 
##  [2269] "FFAR4"                  "RBP4"                  
##  [2271] "PDE6C"                  "FRA10AC1"              
##  [2273] "SLC35G1"                "PIPSL"                 
##  [2275] "PLCE1"                  "NOC3L"                 
##  [2277] "TBC1D12"                "HELLS"                 
##  [2279] "CYP2C18"                "CYP2C19"               
##  [2281] "CYP2C9"                 "CYP2C8"                
##  [2283] "PDLIM1"                 "SORBS1"                
##  [2285] "ALDH18A1"               "TCTN3"                 
##  [2287] "ENTPD1"                 "CC2D2B"                
##  [2289] "CCNJ"                   "ZNF518A"               
##  [2291] "BLNK"                   "TLL2"                  
##  [2293] "TM9SF3"                 "PIK3AP1"               
##  [2295] "LCOR"                   "SLIT1"                 
##  [2297] "ARHGAP19"               "FRAT1"                 
##  [2299] "FRAT2"                  "RRP12"                 
##  [2301] "PGAM1"                  "EXOSC1"                
##  [2303] "ZDHHC16"                "MMS19"                 
##  [2305] "UBTD1"                  "ANKRD2"                
##  [2307] "HOGA1"                  "C10orf62"              
##  [2309] "MORN4"                  "PI4K2A"                
##  [2311] "AVPI1"                  "MARVELD1"              
##  [2313] "ZFYVE27"                "SFRP5"                 
##  [2315] "GOLGA7B"                "CRTAC1"                
##  [2317] "R3HCC1L"                "LOXL4"                 
##  [2319] "PYROXD2"                "HPS1"                  
##  [2321] "HPSE2"                  "CNNM1"                 
##  [2323] "GOT1"                   "NKX2-3"                
##  [2325] "SLC25A28"               "ENTPD7"                
##  [2327] "COX15"                  "CUTC"                  
##  [2329] "ABCC2"                  "DNMBP"                 
##  [2331] "DNMBP-AS1"              "CPN1"                  
##  [2333] "ERLIN1"                 "CHUK"                  
##  [2335] "CWF19L1"                "SNORA12"               
##  [2337] "BLOC1S2"                "PKD2L1"                
##  [2339] "SCD"                    "WNT8B"                 
##  [2341] "SEC31B"                 "NDUFB8"                
##  [2343] "HIF1AN"                 "PAX2"                  
##  [2345] "SEMA4G"                 "MRPL43"                
##  [2347] "LZTS2"                  "PDZD7"                 
##  [2349] "SFXN3"                  "KAZALD1"               
##  [2351] "TLX1"                   "BTRC"                  
##  [2353] "POLL"                   "DPCD"                  
##  [2355] "FBXW4"                  "FGF8"                  
##  [2357] "NPM3"                   "KCNIP2"                
##  [2359] "HPS6"                   "LDB1"                  
##  [2361] "PPRC1"                  "NOLC1"                 
##  [2363] "ELOVL3"                 "PITX3"                 
##  [2365] "GBF1"                   "NFKB2"                 
##  [2367] "PSD"                    "FBXL15"                
##  [2369] "CUEDC2"                 "C10orf95"              
##  [2371] "ACTR1A"                 "SUFU"                  
##  [2373] "TRIM8"                  "ARL3"                  
##  [2375] "SFXN2"                  "WBP1L"                 
##  [2377] "CYP17A1"                "AS3MT"                 
##  [2379] "CNNM2"                  "NT5C2"                 
##  [2381] "INA"                    "PCGF6"                 
##  [2383] "TAF5"                   "PDCD11"                
##  [2385] "CALHM2"                 "CALHM1"                
##  [2387] "CALHM3"                 "SH3PXD2A"              
##  [2389] "SLK"                    "COL17A1"               
##  [2391] "MIR936"                 "SFR1"                  
##  [2393] "GSTO1"                  "GSTO2"                 
##  [2395] "ITPRIP"                 "SORCS1"                
##  [2397] "XPNPEP1"                "ADD3"                  
##  [2399] "MXI1"                   "SMNDC1"                
##  [2401] "DUSP5"                  "SMC3"                  
##  [2403] "RBM20"                  "PDCD4"                 
##  [2405] "BBIP1"                  "SHOC2"                 
##  [2407] "RPL13AP6"               "ADRA2A"                
##  [2409] "GPAM"                   "GUCY2GP"               
##  [2411] "ACSL5"                  "ZDHHC6"                
##  [2413] "VTI1A"                  "TCF7L2"                
##  [2415] "HABP2"                  "NRAP"                  
##  [2417] "CASP7"                  "PLEKHS1"               
##  [2419] "DCLRE1A"                "NHLRC2"                
##  [2421] "ADRB1"                  "TDRD1"                 
##  [2423] "VWA2"                   "AFAP1L2"               
##  [2425] "ABLIM1"                 "FAM160B1"              
##  [2427] "TRUB1"                  "ATRNL1"                
##  [2429] "GFRA1"                  "PNLIPRP3"              
##  [2431] "PNLIP"                  "PNLIPRP2"              
##  [2433] "C10orf82"               "HSPA12A"               
##  [2435] "ENO4"                   "VAX1"                  
##  [2437] "SLC18A2"                "PDZD8"                 
##  [2439] "EMX2OS"                 "RAB11FIP2"             
##  [2441] "CASC2"                  "FAM204A"               
##  [2443] "CACUL1"                 "NANOS1"                
##  [2445] "EIF3A"                  "SNORA19"               
##  [2447] "SFXN4"                  "PRDX3"                 
##  [2449] "GRK5"                   "RGS10"                 
##  [2451] "TIAL1"                  "BAG3"                  
##  [2453] "INPP5F"                 "MCMBP"                 
##  [2455] "SEC23IP"                "WDR11-AS1"             
##  [2457] "WDR11"                  "FGFR2"                 
##  [2459] "ATE1"                   "NSMCE4A"               
##  [2461] "TACC2"                  "BTBD16"                
##  [2463] "PLEKHA1"                "ARMS2"                 
##  [2465] "HTRA1"                  "DMBT1"                 
##  [2467] "FAM24B"                 "LOC399815"             
##  [2469] "C10orf88"               "PSTK"                  
##  [2471] "IKZF5"                  "ACADSB"                
##  [2473] "HMX2"                   "BUB3"                  
##  [2475] "GPR26"                  "CPXM2"                 
##  [2477] "CHST15"                 "OAT"                   
##  [2479] "NKX1-2"                 "LHPP"                  
##  [2481] "FAM53B"                 "ZRANB1"                
##  [2483] "CTBP2"                  "LOC283038"             
##  [2485] "FLJ37035"               "MMP21"                 
##  [2487] "UROS"                   "BCCIP"                 
##  [2489] "DHX32"                  "FANK1"                 
##  [2491] "ADAM12"                 "LINC00601"             
##  [2493] "C10orf90"               "DOCK1"                 
##  [2495] "FOXI2"                  "CLRN3"                 
##  [2497] "PTPRE"                  "MKI67"                 
##  [2499] "MGMT"                   "EBF3"                  
##  [2501] "CTAGE7P"                "GLRX3"                 
##  [2503] "TCERG1L"                "PPP2R2D"               
##  [2505] "BNIP3"                  "JAKMIP3"               
##  [2507] "DPYSL4"                 "STK32C"                
##  [2509] "LRRC27"                 "PWWP2B"                
##  [2511] "C10orf91"               "INPP5A"                
##  [2513] "KNDC1"                  "VENTX"                 
##  [2515] "ADAM8"                  "TUBGCP2"               
##  [2517] "ZNF511"                 "CALY"                  
##  [2519] "PRAP1"                  "FUOM"                  
##  [2521] "ECHS1"                  "MIR3944"               
##  [2523] "PAOX"                   "MTG1"                  
##  [2525] "SPRN"                   "CYP2E1"                
##  [2527] "SYCE1"                  "FRG2B"                 
##  [2529] "BET1L"                  "RIC8A"                 
##  [2531] "SIRT3"                  "PSMD13"                
##  [2533] "NLRP6"                  "IFITM2"                
##  [2535] "IFITM1"                 "IFITM3"                
##  [2537] "B4GALNT4"               "PKP3"                  
##  [2539] "SIGIRR"                 "ANO9"                  
##  [2541] "PTDSS2"                 "RNH1"                  
##  [2543] "HRAS"                   "LRRC56"                
##  [2545] "RASSF7"                 "MIR210HG"              
##  [2547] "MIR210"                 "LOC143666"             
##  [2549] "PHRF1"                  "IRF7"                  
##  [2551] "CDHR5"                  "SCT"                   
##  [2553] "DRD4"                   "DEAF1"                 
##  [2555] "TMEM80"                 "EPS8L2"                
##  [2557] "TALDO1"                 "CEND1"                 
##  [2559] "SLC25A22"               "RPLP2"                 
##  [2561] "SNORA52"                "PNPLA2"                
##  [2563] "CD151"                  "POLR2L"                
##  [2565] "TSPAN4"                 "CHID1"                 
##  [2567] "AP2A2"                  "MUC6"                  
##  [2569] "MUC2"                   "MUC5B"                 
##  [2571] "TOLLIP"                 "BRSK2"                 
##  [2573] "MOB2"                   "DUSP8"                 
##  [2575] "KRTAP5-1"               "KRTAP5-2"              
##  [2577] "KRTAP5-6"               "IFITM10"               
##  [2579] "CTSD"                   "SYT8"                  
##  [2581] "TNNI2"                  "LSP1"                  
##  [2583] "TNNT3"                  "MRPL23"                
##  [2585] "MRPL23-AS1"             "H19"                   
##  [2587] "IGF2"                   "IGF2-AS"               
##  [2589] "TH"                     "ASCL2"                 
##  [2591] "C11orf21"               "TSPAN32"               
##  [2593] "CD81"                   "TSSC4"                 
##  [2595] "TRPM5"                  "KCNQ1"                 
##  [2597] "KCNQ1OT1"               "CDKN1C"                
##  [2599] "SLC22A18AS"             "SLC22A18"              
##  [2601] "PHLDA2"                 "NAP1L4"                
##  [2603] "SNORA54"                "CARS"                  
##  [2605] "OSBPL5"                 "ZNF195"                
##  [2607] "OR7E12P"                "TRPC2"                 
##  [2609] "ART5"                   "ART1"                  
##  [2611] "CHRNA10"                "NUP98"                 
##  [2613] "PGAP2"                  "RHOG"                  
##  [2615] "STIM1"                  "RRM1"                  
##  [2617] "LOC100506082"           "TRIM21"                
##  [2619] "TRIM68"                 "OR51E1"                
##  [2621] "OR51E2"                 "HBB"                   
##  [2623] "HBD"                    "HBG2"                  
##  [2625] "HBE1"                   "OR51B5"                
##  [2627] "OR51I1"                 "UBQLNL"                
##  [2629] "TRIM6"                  "TRIM34"                
##  [2631] "TRIM5"                  "TRIM22"                
##  [2633] "OR52N4"                 "OR52N2"                
##  [2635] "C11orf42"               "FAM160A2"              
##  [2637] "CNGA4"                  "SMPD1"                 
##  [2639] "APBB1"                  "HPX"                   
##  [2641] "TRIM3"                  "ARFIP2"                
##  [2643] "TIMM10B"                "DNHD1"                 
##  [2645] "RRP8"                   "ILK"                   
##  [2647] "TAF10"                  "TPP1"                  
##  [2649] "DCHS1"                  "MRPL17"                
##  [2651] "GVINP1"                 "ZNF215"                
##  [2653] "ZNF214"                 "NLRP14"                
##  [2655] "SYT9"                   "OLFML1"                
##  [2657] "PPFIBP2"                "CYB5R2"                
##  [2659] "OVCH2"                  "LOC283299"             
##  [2661] "OR10A3"                 "NLRP10"                
##  [2663] "EIF3F"                  "TUB"                   
##  [2665] "RIC3"                   "LMO1"                  
##  [2667] "STK33"                  "TRIM66"                
##  [2669] "RPL27A"                 "ST5"                   
##  [2671] "AKIP1"                  "C11orf16"              
##  [2673] "ASCL3"                  "TMEM9B"                
##  [2675] "TMEM9B-AS1"             "NRIP3"                 
##  [2677] "SCUBE2"                 "KRT8P41"               
##  [2679] "DENND5A"                "TMEM41B"               
##  [2681] "IPO7"                   "SNORA23"               
##  [2683] "LOC644656"              "ZNF143"                
##  [2685] "WEE1"                   "SWAP70"                
##  [2687] "LOC440028"              "SBF2-AS1"              
##  [2689] "SBF2"                   "ADM"                   
##  [2691] "AMPD3"                  "MTRNR2L8"              
##  [2693] "RNF141"                 "MRVI1-AS1"             
##  [2695] "LYVE1"                  "MRVI1"                 
##  [2697] "CTR9"                   "EIF4G2"                
##  [2699] "SNORD97"                "ZBED5"                 
##  [2701] "GALNT18"                "CSNK2A3"               
##  [2703] "USP47"                  "DKK3"                  
##  [2705] "MICAL2"                 "MICALCL"               
##  [2707] "PARVA"                  "TEAD1"                 
##  [2709] "RASSF10"                "ARNTL"                 
##  [2711] "BTBD10"                 "FAR1"                  
##  [2713] "SPON1"                  "RRAS2"                 
##  [2715] "COPB1"                  "PSMA1"                 
##  [2717] "PDE3B"                  "CYP2R1"                
##  [2719] "CALCA"                  "CALCB"                 
##  [2721] "INSC"                   "SOX6"                  
##  [2723] "C11orf58"               "PLEKHA7"               
##  [2725] "OR7E14P"                "RPS13"                 
##  [2727] "PIK3C2A"                "NUCB2"                 
##  [2729] "NCR3LG1"                "KCNJ11"                
##  [2731] "ABCC8"                  "USH1C"                 
##  [2733] "MYOD1"                  "KCNC1"                 
##  [2735] "SERGEF"                 "TPH1"                  
##  [2737] "SAAL1"                  "MRGPRX3"               
##  [2739] "LOC494141"              "SAA4"                  
##  [2741] "SAA2"                   "SAA1"                  
##  [2743] "HPS5"                   "GTF2H1"                
##  [2745] "LDHA"                   "LDHC"                  
##  [2747] "LDHAL6A"                "TSG101"                
##  [2749] "UEVLD"                  "SPTY2D1"               
##  [2751] "TMEM86A"                "IGSF22"                
##  [2753] "PTPN5"                  "ZDHHC13"               
##  [2755] "E2F8"                   "NAV2"                  
##  [2757] "NAV2-AS5"               "NAV2-AS4"              
##  [2759] "LOC100126784"           "HTATIP2"               
##  [2761] "PRMT3"                  "NELL1"                 
##  [2763] "ANO5"                   "FANCF"                 
##  [2765] "GAS2"                   "SVIP"                  
##  [2767] "LUZP2"                  "ANO3"                  
##  [2769] "MUC15"                  "FIBIN"                 
##  [2771] "BBOX1"                  "CCDC34"                
##  [2773] "LGR4"                   "LIN7C"                 
##  [2775] "BDNF-AS"                "BDNF"                  
##  [2777] "KIF18A"                 "METTL15"               
##  [2779] "KCNA4"                  "ARL14EP"               
##  [2781] "MPPED2"                 "DCDC1"                 
##  [2783] "DNAJC24"                "IMMP1L"                
##  [2785] "ELP4"                   "PAX6"                  
##  [2787] "RCN1"                   "WT1"                   
##  [2789] "WT1-AS"                 "EIF3M"                 
##  [2791] "CCDC73"                 "PRRG4"                 
##  [2793] "QSER1"                  "DEPDC7"                
##  [2795] "TCP11L1"                "LINC00294"             
##  [2797] "CSTF3"                  "HIPK3"                 
##  [2799] "KIAA1549L"              "C11orf91"              
##  [2801] "CD59"                   "FBXO3"                 
##  [2803] "LMO2"                   "CAPRIN1"               
##  [2805] "NAT10"                  "ABTB2"                 
##  [2807] "CAT"                    "ELF5"                  
##  [2809] "EHF"                    "APIP"                  
##  [2811] "PDHX"                   "CD44"                  
##  [2813] "SLC1A2"                 "PAMR1"                 
##  [2815] "FJX1"                   "TRIM44"                
##  [2817] "LDLRAD3"                "COMMD9"                
##  [2819] "PRR5L"                  "TRAF6"                 
##  [2821] "RAG1"                   "RAG2"                  
##  [2823] "C11orf74"               "LRRC4C"                
##  [2825] "API5"                   "TTC17"                 
##  [2827] "HSD17B12"               "ALKBH3"                
##  [2829] "SEC14L1P1"              "C11orf96"              
##  [2831] "ACCS"                   "EXT2"                  
##  [2833] "ALX4"                   "CD82"                  
##  [2835] "TSPAN18"                "TP53I11"               
##  [2837] "PRDM11"                 "SYT13"                 
##  [2839] "CHST1"                  "DKFZp779M0652"         
##  [2841] "SLC35C1"                "CRY2"                  
##  [2843] "MAPK8IP1"               "C11orf94"              
##  [2845] "PEX16"                  "PHF21A"                
##  [2847] "CREB3L1"                "DGKZ"                  
##  [2849] "MDK"                    "CHRM4"                 
##  [2851] "AMBRA1"                 "HARBI1"                
##  [2853] "ATG13"                  "ARHGAP1"               
##  [2855] "ZNF408"                 "F2"                    
##  [2857] "CKAP5"                  "MIR5582"               
##  [2859] "SNORD67"                "LRP4-AS1"              
##  [2861] "LRP4"                   "C11orf49"              
##  [2863] "ARFGAP2"                "PACSIN3"               
##  [2865] "DDB2"                   "ACP2"                  
##  [2867] "NR1H3"                  "MADD"                  
##  [2869] "MYBPC3"                 "SPI1"                  
##  [2871] "SLC39A13"               "PSMC3"                 
##  [2873] "RAPSN"                  "CELF1"                 
##  [2875] "PTPMT1"                 "KBTBD4"                
##  [2877] "NDUFS3"                 "FAM180B"               
##  [2879] "C1QTNF4"                "MTCH2"                 
##  [2881] "AGBL2"                  "FNBP4"                 
##  [2883] "NUP160"                 "PTPRJ"                 
##  [2885] "OR4X2"                  "FOLH1"                 
##  [2887] "OR4C6"                  "LRRC55"                
##  [2889] "APLNR"                  "TNKS1BP1"              
##  [2891] "SSRP1"                  "P2RX3"                 
##  [2893] "PRG2"                   "SLC43A3"               
##  [2895] "RTN4RL2"                "SLC43A1"               
##  [2897] "TIMM10"                 "SMTNL1"                
##  [2899] "UBE2L6"                 "SERPING1"              
##  [2901] "YPEL4"                  "CLP1"                  
##  [2903] "ZDHHC5"                 "MED19"                 
##  [2905] "TMX2"                   "BTBD18"                
##  [2907] "CTNND1"                 "OR9Q1"                 
##  [2909] "LPXN"                   "ZFP91"                 
##  [2911] "GLYAT"                  "GLYATL2"               
##  [2913] "GLYATL1"                "LOC283194"             
##  [2915] "FAM111B"                "FAM111A"               
##  [2917] "DTX4"                   "MPEG1"                 
##  [2919] "OSBP"                   "PATL1"                 
##  [2921] "STX3"                   "MRPL16"                
##  [2923] "TCN1"                   "MS4A3"                 
##  [2925] "MS4A2"                  "MS4A6A"                
##  [2927] "MS4A4A"                 "MS4A6E"                
##  [2929] "MS4A7"                  "MS4A14"                
##  [2931] "MS4A1"                  "MS4A15"                
##  [2933] "CCDC86"                 "PTGDR2"                
##  [2935] "ZP1"                    "PRPF19"                
##  [2937] "TMEM109"                "TMEM132A"              
##  [2939] "SLC15A3"                "CD6"                   
##  [2941] "CD5"                    "VPS37C"                
##  [2943] "VWCE"                   "DDB1"                  
##  [2945] "TMEM138"                "TMEM216"               
##  [2947] "CPSF7"                  "SDHAF2"                
##  [2949] "PPP1R32"                "LRRC10B"               
##  [2951] "SYT7"                   "RPLP0P2"               
##  [2953] "DAGLA"                  "MYRF"                  
##  [2955] "DKFZP434K028"           "TMEM258"               
##  [2957] "FEN1"                   "FADS1"                 
##  [2959] "MIR1908"                "FADS2"                 
##  [2961] "FADS3"                  "RAB3IL1"               
##  [2963] "BEST1"                  "FTH1"                  
##  [2965] "INCENP"                 "SCGB2A1"               
##  [2967] "ASRGL1"                 "SCGB1A1"               
##  [2969] "AHNAK"                  "EEF1G"                 
##  [2971] "TUT1"                   "MTA2"                  
##  [2973] "EML3"                   "ROM1"                  
##  [2975] "B3GAT3"                 "GANAB"                 
##  [2977] "INTS5"                  "SNORA57"               
##  [2979] "UBXN1"                  "LRRN4CL"               
##  [2981] "BSCL2"                  "GNG3"                  
##  [2983] "HNRNPUL2"               "TTC9C"                 
##  [2985] "ZBTB3"                  "POLR2G"                
##  [2987] "TAF6L"                  "TMEM179B"              
##  [2989] "TMEM223"                "NXF1"                  
##  [2991] "STX5"                   "WDR74"                 
##  [2993] "SNHG1"                  "SNORD22"               
##  [2995] "SNORD31"                "SNORD30"               
##  [2997] "SNORD29"                "SNORD28"               
##  [2999] "SNORD27"                "SNORD26"               
##  [3001] "SNORD25"                "SLC3A2"                
##  [3003] "CHRM1"                  "SLC22A10"              
##  [3005] "SLC22A9"                "HRASLS5"               
##  [3007] "LGALS12"                "RARRES3"               
##  [3009] "HRASLS2"                "PLA2G16"               
##  [3011] "ATL3"                   "RTN3"                  
##  [3013] "C11orf95"               "MARK2"                 
##  [3015] "RCOR2"                  "NAA40"                 
##  [3017] "COX8A"                  "OTUB1"                 
##  [3019] "MACROD1"                "FLRT1"                 
##  [3021] "STIP1"                  "FERMT3"                
##  [3023] "TRPT1"                  "NUDT22"                
##  [3025] "DNAJC4"                 "VEGFB"                 
##  [3027] "FKBP2"                  "PPP1R14B"              
##  [3029] "PLCB3"                  "BAD"                   
##  [3031] "GPR137"                 "KCNK4"                 
##  [3033] "ESRRA"                  "TRMT112"               
##  [3035] "PRDX5"                  "CCDC88B"               
##  [3037] "RPS6KA4"                "LOC100996455"          
##  [3039] "SLC22A11"               "NRXN2"                 
##  [3041] "RASGRP2"                "PYGM"                  
##  [3043] "SF1"                    "MAP4K2"                
##  [3045] "MEN1"                   "CDC42BPG"              
##  [3047] "EHD1"                   "MIR192"                
##  [3049] "ATG2A"                  "PPP2R5B"               
##  [3051] "GPHA2"                  "BATF2"                 
##  [3053] "ARL2"                   "SAC3D1"                
##  [3055] "NAALADL1"               "CDCA5"                 
##  [3057] "ZFPL1"                  "VPS51"                 
##  [3059] "TM7SF2"                 "ZNHIT2"                
##  [3061] "FAU"                    "MRPL49"                
##  [3063] "SYVN1"                  "CAPN1"                 
##  [3065] "POLA2"                  "CDC42EP2"              
##  [3067] "DPF2"                   "TIGD3"                 
##  [3069] "SLC25A45"               "FRMD8"                 
##  [3071] "NEAT1"                  "MIR612"                
##  [3073] "MALAT1"                 "SCYL1"                 
##  [3075] "LTBP3"                  "SSSCA1"                
##  [3077] "FAM89B"                 "EHBP1L1"               
##  [3079] "KCNK7"                  "MAP3K11"               
##  [3081] "SIPA1"                  "RELA"                  
##  [3083] "KAT5"                   "RNASEH2C"              
##  [3085] "AP5B1"                  "OVOL1"                 
##  [3087] "SNX32"                  "CFL1"                  
##  [3089] "MUS81"                  "EFEMP2"                
##  [3091] "CTSW"                   "FIBP"                  
##  [3093] "CCDC85B"                "FOSL1"                 
##  [3095] "C11orf68"               "DRAP1"                 
##  [3097] "TSGA10IP"               "SART1"                 
##  [3099] "EIF1AD"                 "BANF1"                 
##  [3101] "CST6"                   "CATSPER1"              
##  [3103] "GAL3ST3"                "SF3B2"                 
##  [3105] "PACS1"                  "KLC2"                  
##  [3107] "RAB1B"                  "CNIH2"                 
##  [3109] "YIF1A"                  "TMEM151A"              
##  [3111] "CD248"                  "RIN1"                  
##  [3113] "BRMS1"                  "SLC29A2"               
##  [3115] "NPAS4"                  "MRPL11"                
##  [3117] "PELI3"                  "DPP3"                  
##  [3119] "BBS1"                   "ZDHHC24"               
##  [3121] "ACTN3"                  "CTSF"                  
##  [3123] "CCDC87"                 "CCS"                   
##  [3125] "RBM14"                  "RBM4"                  
##  [3127] "RBM4B"                  "SPTBN2"                
##  [3129] "C11orf80"               "RCE1"                  
##  [3131] "PC"                     "LRFN4"                 
##  [3133] "C11orf86"               "SYT12"                 
##  [3135] "RHOD"                   "KDM2A"                 
##  [3137] "ANKRD13D"               "SSH3"                  
##  [3139] "LOC100130987"           "POLD4"                 
##  [3141] "CLCF1"                  "RAD9A"                 
##  [3143] "PPP1CA"                 "TBC1D10C"              
##  [3145] "CARNS1"                 "RPS6KB2"               
##  [3147] "PTPRCAP"                "CORO1B"                
##  [3149] "GPR152"                 "CABP4"                 
##  [3151] "TMEM134"                "AIP"                   
##  [3153] "PITPNM1"                "CDK2AP2"               
##  [3155] "GSTP1"                  "NDUFV1"                
##  [3157] "DOC2GP"                 "NUDT8"                 
##  [3159] "TBX10"                  "ACY3"                  
##  [3161] "ALDH3B2"                "FAM86C2P"              
##  [3163] "UNC93B1"                "ALDH3B1"               
##  [3165] "NDUFS8"                 "MIR4691"               
##  [3167] "TCIRG1"                 "CHKA"                  
##  [3169] "C11orf24"               "LRP5"                  
##  [3171] "PPP6R3"                 "GAL"                   
##  [3173] "CPT1A"                  "MRPL21"                
##  [3175] "IGHMBP2"                "MRGPRF"                
##  [3177] "TPCN2"                  "MYEOV"                 
##  [3179] "CCND1"                  "FGF19"                 
##  [3181] "ANO1"                   "FADD"                  
##  [3183] "PPFIA1"                 "CTTN"                  
##  [3185] "SHANK2"                 "SHANK2-AS3"            
##  [3187] "FLJ42102"               "DHCR7"                 
##  [3189] "NADSYN1"                "KRTAP5-8"              
##  [3191] "KRTAP5-9"               "KRTAP5-10"             
##  [3193] "FAM86C1"                "ALG1L9P"               
##  [3195] "LOC100133315"           "RNF121"                
##  [3197] "IL18BP"                 "NUMA1"                 
##  [3199] "LRTOMT"                 "LAMTOR1"               
##  [3201] "ANAPC15"                "FOLR3"                 
##  [3203] "FOLR1"                  "FOLR2"                 
##  [3205] "INPPL1"                 "CLPB"                  
##  [3207] "PDE2A"                  "ARAP1"                 
##  [3209] "STARD10"                "ATG16L2"               
##  [3211] "FCHSD2"                 "P2RY2"                 
##  [3213] "P2RY6"                  "ARHGEF17"              
##  [3215] "RELT"                   "FAM168A"               
##  [3217] "PLEKHB1"                "RAB6A"                 
##  [3219] "MRPL48"                 "COA4"                  
##  [3221] "PAAF1"                  "DNAJB13"               
##  [3223] "UCP2"                   "UCP3"                  
##  [3225] "C2CD3"                  "PPME1"                 
##  [3227] "P4HA3"                  "PGM2L1"                
##  [3229] "KCNE3"                  "LIPT2"                 
##  [3231] "POLD3"                  "CHRDL2"                
##  [3233] "RNF169"                 "XRRA1"                 
##  [3235] "SPCS2"                  "NEU3"                  
##  [3237] "OR2AT4"                 "SLCO2B1"               
##  [3239] "TPBGL"                  "ARRB1"                 
##  [3241] "RPS3"                   "SNORD15A"              
##  [3243] "SNORD15B"               "KLHL35"                
##  [3245] "GDPD5"                  "SERPINH1"              
##  [3247] "MAP6"                   "DGAT2"                 
##  [3249] "UVRAG"                  "WNT11"                 
##  [3251] "LRRC32"                 "GUCY2EP"               
##  [3253] "TSKU"                   "ACER3"                 
##  [3255] "B3GNT6"                 "CAPN5"                 
##  [3257] "OMP"                    "MYO7A"                 
##  [3259] "PAK1"                   "AQP11"                 
##  [3261] "CLNS1A"                 "RSF1"                  
##  [3263] "AAMDC"                  "INTS4"                 
##  [3265] "KCTD14"                 "NDUFC2"                
##  [3267] "ALG8"                   "KCTD21"                
##  [3269] "USP35"                  "GAB2"                  
##  [3271] "NARS2"                  "TENM4"                 
##  [3273] "FAM181B"                "PRCP"                  
##  [3275] "RAB30"                  "PCF11"                 
##  [3277] "ANKRD42"                "CCDC90B"               
##  [3279] "DLG2"                   "TMEM126B"              
##  [3281] "TMEM126A"               "CREBZF"                
##  [3283] "CCDC89"                 "SYTL2"                 
##  [3285] "CCDC83"                 "PICALM"                
##  [3287] "EED"                    "CCDC81"                
##  [3289] "ME3"                    "PRSS23"                
##  [3291] "FZD4"                   "LOC100506368"          
##  [3293] "TMEM135"                "RAB38"                 
##  [3295] "CTSC"                   "GRM5-AS1"              
##  [3297] "GRM5"                   "NOX4"                  
##  [3299] "FOLH1B"                 "NAALAD2"               
##  [3301] "CHORDC1"                "FAT3"                  
##  [3303] "SLC36A4"                "SCARNA9"               
##  [3305] "SNORA25"                "SNORA32"               
##  [3307] "SNORD6"                 "SNORA1"                
##  [3309] "SNORA8"                 "SNORD5"                
##  [3311] "SNORA18"                "MIR1304"               
##  [3313] "SNORA40"                "TAF1D"                 
##  [3315] "C11orf54"               "MED17"                 
##  [3317] "VSTM5"                  "HEPHL1"                
##  [3319] "PANX1"                  "GPR83"                 
##  [3321] "ANKRD49"                "FUT4"                  
##  [3323] "PIWIL4"                 "AMOTL1"                
##  [3325] "CWC15"                  "KDM4D"                 
##  [3327] "KDM4E"                  "SRSF8"                 
##  [3329] "ENDOD1"                 "SESN3"                 
##  [3331] "FAM76B"                 "CEP57"                 
##  [3333] "MTMR2"                  "MAML2"                 
##  [3335] "CCDC82"                 "JRKL"                  
##  [3337] "CNTN5"                  "ARHGAP42"              
##  [3339] "PGR"                    "TRPC6"                 
##  [3341] "ANGPTL5"                "YAP1"                  
##  [3343] "BIRC3"                  "BIRC2"                 
##  [3345] "TMEM123"                "MMP7"                  
##  [3347] "MMP27"                  "MMP8"                  
##  [3349] "MMP10"                  "WTAPP1"                
##  [3351] "MMP1"                   "MMP3"                  
##  [3353] "MMP12"                  "MMP13"                 
##  [3355] "DCUN1D5"                "DYNC2H1"               
##  [3357] "PDGFD"                  "CASP12"                
##  [3359] "CASP4"                  "CASP5"                 
##  [3361] "CASP1"                  "CARD16"                
##  [3363] "CARD17"                 "CARD18"                
##  [3365] "GRIA4"                  "MSANTD4"               
##  [3367] "KBTBD3"                 "AASDHPPT"              
##  [3369] "GUCY1A2"                "CWF19L2"               
##  [3371] "ALKBH8"                 "ELMOD1"                
##  [3373] "SLN"                    "SLC35F2"               
##  [3375] "RAB39A"                 "CUL5"                  
##  [3377] "ACAT1"                  "NPAT"                  
##  [3379] "ATM"                    "C11orf65"              
##  [3381] "KDELC2"                 "EXPH5"                 
##  [3383] "DDX10"                  "C11orf87"              
##  [3385] "ZC3H12C"                "RDX"                   
##  [3387] "FDX1"                   "ARHGAP20"              
##  [3389] "C11orf53"               "POU2AF1"               
##  [3391] "BTG4"                   "MIR34C"                
##  [3393] "C11orf88"               "LAYN"                  
##  [3395] "SIK2"                   "PPP2R1B"               
##  [3397] "ALG9"                   "FDXACB1"               
##  [3399] "C11orf1"                "CRYAB"                 
##  [3401] "HSPB2"                  "DIXDC1"                
##  [3403] "DLAT"                   "PIH1D2"                
##  [3405] "TIMM8B"                 "SDHD"                  
##  [3407] "IL18"                   "TEX12"                 
##  [3409] "BCO2"                   "PTS"                   
##  [3411] "NCAM1"                  "TTC12"                 
##  [3413] "ANKK1"                  "DRD2"                  
##  [3415] "TMPRSS5"                "ZW10"                  
##  [3417] "USP28"                  "HTR3A"                 
##  [3419] "ZBTB16"                 "NNMT"                  
##  [3421] "C11orf71"               "RBM7"                  
##  [3423] "REXO2"                  "NXPE2"                 
##  [3425] "CADM1"                  "BUD13"                 
##  [3427] "APOA4"                  "APOA1"                 
##  [3429] "SIK3"                   "PAFAH1B2"              
##  [3431] "SIDT2"                  "LOC100652768"          
##  [3433] "TAGLN"                  "PCSK7"                 
##  [3435] "RNF214"                 "BACE1"                 
##  [3437] "BACE1-AS"               "CEP164"                
##  [3439] "DSCAML1"                "FXYD2"                 
##  [3441] "FXYD6"                  "TMPRSS13"              
##  [3443] "IL10RA"                 "TMPRSS4"               
##  [3445] "SCN4B"                  "SCN2B"                 
##  [3447] "MPZL3"                  "MPZL2"                 
##  [3449] "CD3E"                   "CD3D"                  
##  [3451] "CD3G"                   "UBE4A"                 
##  [3453] "LOC100131626"           "TTC36"                 
##  [3455] "TMEM25"                 "IFT46"                 
##  [3457] "ARCN1"                  "PHLDB1"                
##  [3459] "TREH"                   "DDX6"                  
##  [3461] "CXCR5"                  "BCL9L"                 
##  [3463] "UPK2"                   "CCDC84"                
##  [3465] "RPL23AP64"              "RPS25"                 
##  [3467] "TRAPPC4"                "SLC37A4"               
##  [3469] "HYOU1"                  "VPS11"                 
##  [3471] "HMBS"                   "H2AFX"                 
##  [3473] "DPAGT1"                 "C2CD2L"                
##  [3475] "HINFP"                  "ABCG4"                 
##  [3477] "NLRX1"                  "PDZD3"                 
##  [3479] "CCDC153"                "CBL"                   
##  [3481] "MCAM"                   "RNF26"                 
##  [3483] "USP2"                   "THY1"                  
##  [3485] "TRIM29"                 "OAF"                   
##  [3487] "POU2F3"                 "TMEM136"               
##  [3489] "ARHGEF12"               "GRIK4"                 
##  [3491] "TBCEL"                  "TECTA"                 
##  [3493] "SORL1"                  "MIR100HG"              
##  [3495] "BLID"                   "UBASH3B"               
##  [3497] "CRTAM"                  "LOC341056"             
##  [3499] "HSPA8"                  "CLMP"                  
##  [3501] "GRAMD1B"                "SCN3B"                 
##  [3503] "ZNF202"                 "VWA5A"                 
##  [3505] "TBRG1"                  "SIAE"                  
##  [3507] "SPA17"                  "NRGN"                  
##  [3509] "VSIG2"                  "ESAM"                  
##  [3511] "MSANTD2"                "ROBO3"                 
##  [3513] "ROBO4"                  "CCDC15"                
##  [3515] "SLC37A2"                "TMEM218"               
##  [3517] "PKNOX2"                 "FEZ1"                  
##  [3519] "EI24"                   "STT3A"                 
##  [3521] "CHEK1"                  "ACRV1"                 
##  [3523] "PATE2"                  "HYLS1"                 
##  [3525] "PUS3"                   "DDX25"                 
##  [3527] "CDON"                   "RPUSD4"                
##  [3529] "FAM118B"                "FOXRED1"               
##  [3531] "TIRAP"                  "DCPS"                  
##  [3533] "ST3GAL4"                "KIRREL3"               
##  [3535] "KIRREL3-AS2"            "KIRREL3-AS3"           
##  [3537] "ETS1"                   "FLI1"                  
##  [3539] "KCNJ1"                  "KCNJ5"                 
##  [3541] "C11orf45"               "TP53AIP1"              
##  [3543] "ARHGAP32"               "BARX2"                 
##  [3545] "TMEM45B"                "NFRKB"                 
##  [3547] "PRDM10"                 "LINC00167"             
##  [3549] "APLP2"                  "ST14"                  
##  [3551] "ZBTB44"                 "ADAMTS8"               
##  [3553] "ADAMTS15"               "C11orf44"              
##  [3555] "SNX19"                  "NTM"                   
##  [3557] "OPCML"                  "SPATA19"               
##  [3559] "IGSF9B"                 "LOC100128239"          
##  [3561] "JAM3"                   "NCAPD3"                
##  [3563] "VPS26B"                 "THYN1"                 
##  [3565] "ACAD8"                  "GLB1L3"                
##  [3567] "GLB1L2"                 "B3GAT1"                
##  [3569] "IQSEC3"                 "LOC574538"             
##  [3571] "SLC6A12"                "SLC6A13"               
##  [3573] "KDM5A"                  "CCDC77"                
##  [3575] "B4GALNT3"               "NINJ2"                 
##  [3577] "WNK1"                   "RAD52"                 
##  [3579] "ERC1"                   "FBXL14"                
##  [3581] "WNT5B"                  "ADIPOR2"               
##  [3583] "CACNA2D4"               "LRTM2"                 
##  [3585] "DCP1B"                  "CACNA1C"               
##  [3587] "CACNA1C-AS4"            "CACNA1C-AS1"           
##  [3589] "FKBP4"                  "ITFG2"                 
##  [3591] "NRIP2"                  "FOXM1"                 
##  [3593] "RHNO1"                  "TULP3"                 
##  [3595] "TEAD4"                  "TSPAN9"                
##  [3597] "PRMT8"                  "PARP11"                
##  [3599] "CCND2"                  "FGF23"                 
##  [3601] "C12orf4"                "RAD51AP1"              
##  [3603] "DYRK4"                  "AKAP3"                 
##  [3605] "NDUFA9"                 "GALNT8"                
##  [3607] "KCNA6"                  "KCNA5"                 
##  [3609] "NTF3"                   "ANO2"                  
##  [3611] "VWF"                    "CD9"                   
##  [3613] "PLEKHG6"                "TNFRSF1A"              
##  [3615] "SCNN1A"                 "LTBR"                  
##  [3617] "CD27-AS1"               "CD27"                  
##  [3619] "TAPBPL"                 "VAMP1"                 
##  [3621] "MRPL51"                 "NCAPD2"                
##  [3623] "SCARNA10"               "GAPDH"                 
##  [3625] "IFFO1"                  "NOP2"                  
##  [3627] "CHD4"                   "SCARNA11"              
##  [3629] "LPAR5"                  "ACRBP"                 
##  [3631] "ING4"                   "ZNF384"                
##  [3633] "PIANP"                  "COPS7A"                
##  [3635] "MLF2"                   "PTMS"                  
##  [3637] "LAG3"                   "CD4"                   
##  [3639] "GPR162"                 "GNB3"                  
##  [3641] "CDCA3"                  "USP5"                  
##  [3643] "TPI1"                   "SPSB2"                 
##  [3645] "RPL13P5"                "DSTNP2"                
##  [3647] "LRRC23"                 "ENO2"                  
##  [3649] "ATN1"                   "C12orf57"              
##  [3651] "PTPN6"                  "MIR141"                
##  [3653] "PHB2"                   "SCARNA12"              
##  [3655] "EMG1"                   "LPCAT3"                
##  [3657] "C1S"                    "C1R"                   
##  [3659] "C1RL"                   "C1RL-AS1"              
##  [3661] "RBP5"                   "CLSTN3"                
##  [3663] "PEX5"                   "ACSM4"                 
##  [3665] "CD163L1"                "CD163"                 
##  [3667] "APOBEC1"                "NANOG"                 
##  [3669] "SLC2A14"                "SLC2A3"                
##  [3671] "FOXJ2"                  "C3AR1"                 
##  [3673] "NECAP1"                 "CLEC4A"                
##  [3675] "POU5F1P3"               "ZNF705A"               
##  [3677] "FAM66C"                 "FAM90A1"               
##  [3679] "FAM86FP"                "CLEC6A"                
##  [3681] "CLEC4D"                 "CLEC4E"                
##  [3683] "AICDA"                  "MFAP5"                 
##  [3685] "RIMKLB"                 "A2ML1"                 
##  [3687] "PHC1"                   "M6PR"                  
##  [3689] "KLRG1"                  "LINC00612"             
##  [3691] "A2M-AS1"                "A2M"                   
##  [3693] "PZP"                    "A2MP1"                 
##  [3695] "LOC642846"              "DDX12P"                
##  [3697] "KLRB1"                  "LOC374443"             
##  [3699] "CLEC2D"                 "CLECL1"                
##  [3701] "CD69"                   "KLRF1"                 
##  [3703] "CLEC2B"                 "CLEC12A"               
##  [3705] "CLEC1B"                 "CLEC12B"               
##  [3707] "CLEC9A"                 "CLEC1A"                
##  [3709] "CLEC7A"                 "OLR1"                  
##  [3711] "TMEM52B"                "GABARAPL1"             
##  [3713] "KLRD1"                  "KLRC4"                 
##  [3715] "KLRC3"                  "KLRC2"                 
##  [3717] "KLRC1"                  "MAGOHB"                
##  [3719] "STYK1"                  "TAS2R10"               
##  [3721] "PRH1-PRR4"              "PRR4"                  
##  [3723] "PRH2"                   "TAS2R14"               
##  [3725] "TAS2R50"                "TAS2R20"               
##  [3727] "TAS2R19"                "TAS2R31"               
##  [3729] "TAS2R46"                "TAS2R43"               
##  [3731] "TAS2R30"                "PRB3"                  
##  [3733] "ETV6"                   "BCL2L14"               
##  [3735] "LRP6"                   "MANSC1"                
##  [3737] "LOH12CR2"               "DUSP16"                
##  [3739] "CREBL2"                 "GPR19"                 
##  [3741] "CDKN1B"                 "APOLD1"                
##  [3743] "DDX47"                  "RPL13AP20"             
##  [3745] "GPRC5A"                 "MIR614"                
##  [3747] "GPRC5D"                 "HEBP1"                 
##  [3749] "HTR7P1"                 "GSG1"                  
##  [3751] "EMP1"                   "GRIN2B"                
##  [3753] "ATF7IP"                 "PLBD1"                 
##  [3755] "GUCY2C"                 "HIST4H4"               
##  [3757] "H2AFJ"                  "WBP11"                 
##  [3759] "C12orf60"               "ART4"                  
##  [3761] "MGP"                    "ERP27"                 
##  [3763] "ARHGDIB"                "RERG"                  
##  [3765] "PTPRO"                  "EPS8"                  
##  [3767] "STRAP"                  "DERA"                  
##  [3769] "MGST1"                  "LMO3"                  
##  [3771] "SKP1P2"                 "RERGL"                 
##  [3773] "PIK3C2G"                "PLEKHA5"               
##  [3775] "AEBP2"                  "PDE3A"                 
##  [3777] "SLCO1C1"                "SLCO1B3"               
##  [3779] "SLCO1B7"                "SLCO1B1"               
##  [3781] "SLCO1A2"                "PYROXD1"               
##  [3783] "RECQL"                  "GOLT1B"                
##  [3785] "GYS2"                   "LDHB"                  
##  [3787] "KCNJ8"                  "ABCC9"                 
##  [3789] "CMAS"                   "ST8SIA1"               
##  [3791] "C2CD5"                  "ETNK1"                 
##  [3793] "SOX5"                   "BCAT1"                 
##  [3795] "LRMP"                   "CASC1"                 
##  [3797] "KRAS"                   "RASSF8"                
##  [3799] "BHLHE41"                "SSPN"                  
##  [3801] "ITPR2"                  "FGFR1OP2"              
##  [3803] "TM7SF3"                 "MED21"                 
##  [3805] "STK38L"                 "ARNTL2"                
##  [3807] "PPFIBP1"                "REP15"                 
##  [3809] "MRPS35"                 "MANSC4"                
##  [3811] "KLHL42"                 "PTHLH"                 
##  [3813] "CCDC91"                 "FAR2"                  
##  [3815] "ERGIC2"                 "OVCH1"                 
##  [3817] "TMTC1"                  "IPO8"                  
##  [3819] "CAPRIN2"                "TSPAN11"               
##  [3821] "DDX11-AS1"              "DDX11"                 
##  [3823] "FLJ13224"               "DENND5B"               
##  [3825] "DENND5B-AS1"            "AMN1"                  
##  [3827] "H3F3C"                  "KIAA1551"              
##  [3829] "BICD1"                  "FGD4"                  
##  [3831] "DNM1L"                  "YARS2"                 
##  [3833] "PKP2"                   "SYT10"                 
##  [3835] "ALG10"                  "ALG10B"                
##  [3837] "CPNE8"                  "KIF21A"                
##  [3839] "ABCD2"                  "SLC2A13"               
##  [3841] "LRRK2"                  "CNTN1"                 
##  [3843] "PDZRN4"                 "GXYLT1"                
##  [3845] "YAF2"                   "ZCRB1"                 
##  [3847] "PPHLN1"                 "PRICKLE1"              
##  [3849] "ADAMTS20"               "PUS7L"                 
##  [3851] "IRAK4"                  "TWF1"                  
##  [3853] "TMEM117"                "NELL2"                 
##  [3855] "PLEKHA8P1"              "ANO6"                  
##  [3857] "ARID2"                  "SCAF11"                
##  [3859] "SLC38A1"                "SLC38A2"               
##  [3861] "SLC38A4"                "AMIGO2"                
##  [3863] "PCED1B-AS1"             "PCED1B"                
##  [3865] "RPAP3"                  "ENDOU"                 
##  [3867] "RAPGEF3"                "SLC48A1"               
##  [3869] "HDAC7"                  "VDR"                   
##  [3871] "TMEM106C"               "COL2A1"                
##  [3873] "SENP1"                  "PFKM"                  
##  [3875] "ASB8"                   "OR10AD1"               
##  [3877] "H1FNT"                  "ZNF641"                
##  [3879] "C12orf54"               "KANSL2"                
##  [3881] "SNORA2A"                "SNORA2B"               
##  [3883] "CCNT1"                  "ADCY6"                 
##  [3885] "MIR4701"                "CACNB3"                
##  [3887] "DDX23"                  "RND1"                  
##  [3889] "CCDC65"                 "FKBP11"                
##  [3891] "ARF3"                   "WNT10B"                
##  [3893] "WNT1"                   "DDN"                   
##  [3895] "PRKAG1"                 "RHEBL1"                
##  [3897] "DHH"                    "LMBR1L"                
##  [3899] "TUBA1B"                 "TUBA1A"                
##  [3901] "TUBA1C"                 "PRPH"                  
##  [3903] "TROAP"                  "C1QL4"                 
##  [3905] "DNAJC22"                "SPATS2"                
##  [3907] "LOC100335030"           "KCNH3"                 
##  [3909] "MCRS1"                  "FAM186B"               
##  [3911] "PRPF40B"                "FMNL3"                 
##  [3913] "TMBIM6"                 "NCKAP5L"               
##  [3915] "BCDIN3D-AS1"            "BCDIN3D"               
##  [3917] "FAIM2"                  "AQP5"                  
##  [3919] "AQP6"                   "RACGAP1"               
##  [3921] "ASIC1"                  "SMARCD1"               
##  [3923] "GPD1"                   "COX14"                 
##  [3925] "CERS5"                  "LIMA1"                 
##  [3927] "LARP4"                  "DIP2B"                 
##  [3929] "ATF1"                   "METTL7A"               
##  [3931] "SLC11A2"                "LETMD1"                
##  [3933] "CSRNP2"                 "TFCP2"                 
##  [3935] "POU6F1"                 "DAZAP2"                
##  [3937] "SMAGP"                  "BIN2"                  
##  [3939] "CELA1"                  "GALNT6"                
##  [3941] "SLC4A8"                 "SCN8A"                 
##  [3943] "FIGNL2"                 "ANKRD33"               
##  [3945] "ACVRL1"                 "ACVR1B"                
##  [3947] "GRASP"                  "NR4A1"                 
##  [3949] "KRT80"                  "LINC00592"             
##  [3951] "KRT7"                   "KRT81"                 
##  [3953] "KRT86"                  "KRT83"                 
##  [3955] "KRT85"                  "KRT75"                 
##  [3957] "KRT6B"                  "KRT6C"                 
##  [3959] "KRT6A"                  "KRT5"                  
##  [3961] "KRT74"                  "KRT72"                 
##  [3963] "KRT2"                   "KRT1"                  
##  [3965] "KRT3"                   "KRT4"                  
##  [3967] "KRT79"                  "KRT78"                 
##  [3969] "KRT8"                   "KRT18"                 
##  [3971] "EIF4B"                  "LOC283335"             
##  [3973] "SPRYD3"                 "IGFBP6"                
##  [3975] "SOAT2"                  "CSAD"                  
##  [3977] "ZNF740"                 "ITGB7"                 
##  [3979] "RARG"                   "MFSD5"                 
##  [3981] "ESPL1"                  "PFDN5"                 
##  [3983] "C12orf10"               "AAAS"                  
##  [3985] "SP7"                    "SP1"                   
##  [3987] "AMHR2"                  "PRR13"                 
##  [3989] "PCBP2"                  "MAP3K12"               
##  [3991] "TARBP2"                 "NPFF"                  
##  [3993] "ATF7"                   "LOC100652999"          
##  [3995] "CALCOCO1"               "HOXC13"                
##  [3997] "HOTAIR"                 "HOXC11"                
##  [3999] "HOXC10"                 "HOXC9"                 
##  [4001] "HOXC8"                  "HOXC4"                 
##  [4003] "HOXC5"                  "HOXC6"                 
##  [4005] "FLJ12825"               "LOC100240735"          
##  [4007] "SMUG1"                  "CBX5"                  
##  [4009] "HNRNPA1"                "NFE2"                  
##  [4011] "COPZ1"                  "GPR84"                 
##  [4013] "ZNF385A"                "ITGA5"                 
##  [4015] "GTSF1"                  "NCKAP1L"               
##  [4017] "PDE1B"                  "PPP1R1A"               
##  [4019] "MUCL1"                  "TESPA1"                
##  [4021] "METTL7B"                "ITGA7"                 
##  [4023] "BLOC1S1"                "RDH5"                  
##  [4025] "CD63"                   "GDF11"                 
##  [4027] "SARNP"                  "ORMDL2"                
##  [4029] "DNAJC14"                "TMEM198B"              
##  [4031] "MMP19"                  "DGKA"                  
##  [4033] "PMEL"                   "CDK2"                  
##  [4035] "RAB5B"                  "SUOX"                  
##  [4037] "IKZF4"                  "RPS26"                 
##  [4039] "ERBB3"                  "PA2G4"                 
##  [4041] "RPL41"                  "ZC3H10"                
##  [4043] "ESYT1"                  "MYL6B"                 
##  [4045] "MYL6"                   "SMARCC2"               
##  [4047] "RNF41"                  "NABP2"                 
##  [4049] "SLC39A5"                "ANKRD52"               
##  [4051] "COQ10A"                 "CS"                    
##  [4053] "CNPY2"                  "PAN2"                  
##  [4055] "IL23A"                  "STAT2"                 
##  [4057] "APOF"                   "TIMELESS"              
##  [4059] "MIP"                    "SPRYD4"                
##  [4061] "GLS2"                   "RBMS2"                 
##  [4063] "BAZ2A"                  "SNORD59B"              
##  [4065] "SNORD59A"               "PTGES3"                
##  [4067] "NACA"                   "PRIM1"                 
##  [4069] "HSD17B6"                "SDR9C7"                
##  [4071] "RDH16"                  "GPR182"                
##  [4073] "ZBTB39"                 "TAC3"                  
##  [4075] "MYO1A"                  "NAB2"                  
##  [4077] "STAT6"                  "LRP1"                  
##  [4079] "NXPH4"                  "SHMT2"                 
##  [4081] "NDUFA4L2"               "STAC3"                 
##  [4083] "R3HDM2"                 "INHBC"                 
##  [4085] "INHBE"                  "GLI1"                  
##  [4087] "ARHGAP9"                "MARS"                  
##  [4089] "DDIT3"                  "MBD6"                  
##  [4091] "DCTN2"                  "KIF5A"                 
##  [4093] "PIP4K2C"                "DTX3"                  
##  [4095] "ARHGEF25"               "SLC26A10"              
##  [4097] "B4GALNT1"               "OS9"                   
##  [4099] "AGAP2"                  "TSPAN31"               
##  [4101] "CDK4"                   "MARCH9"                
##  [4103] "CYP27B1"                "METTL1"                
##  [4105] "TSFM"                   "AVIL"                  
##  [4107] "CTDSP2"                 "MIR26A2"               
##  [4109] "LOC100506844"           "LRIG3"                 
##  [4111] "SLC16A7"                "FAM19A2"               
##  [4113] "USP15"                  "MON2"                  
##  [4115] "MIRLET7I"               "PPM1H"                 
##  [4117] "AVPR1A"                 "DPY19L2"               
##  [4119] "SRGAP1"                 "C12orf66"              
##  [4121] "C12orf56"               "XPOT"                  
##  [4123] "TBK1"                   "RASSF3"                
##  [4125] "GNS"                    "TBC1D30"               
##  [4127] "WIF1"                   "LEMD3"                 
##  [4129] "MSRB3"                  "RPSAP52"               
##  [4131] "HMGA2"                  "LLPH"                  
##  [4133] "TMBIM4"                 "IRAK3"                 
##  [4135] "HELB"                   "GRIP1"                 
##  [4137] "CAND1"                  "DYRK2"                 
##  [4139] "IFNG"                   "IL22"                  
##  [4141] "MDM1"                   "RAP1B"                 
##  [4143] "LOC100507250"           "NUP107"                
##  [4145] "SLC35E3"                "MDM2"                  
##  [4147] "CPM"                    "CPSF6"                 
##  [4149] "LYZ"                    "YEATS4"                
##  [4151] "FRS2"                   "CCT2"                  
##  [4153] "BEST3"                  "RAB3IP"                
##  [4155] "CNOT2"                  "KCNMB4"                
##  [4157] "PTPRB"                  "PTPRR"                 
##  [4159] "TSPAN8"                 "LGR5"                  
##  [4161] "ZFC3H1"                 "THAP2"                 
##  [4163] "TMEM19"                 "RAB21"                 
##  [4165] "TBC1D15"                "MRS2P2"                
##  [4167] "TRHDE-AS1"              "TRHDE"                 
##  [4169] "LOC100507377"           "ATXN7L3B"              
##  [4171] "CAPS2"                  "GLIPR1L1"              
##  [4173] "GLIPR1L2"               "GLIPR1"                
##  [4175] "KRR1"                   "PHLDA1"                
##  [4177] "NAP1L1"                 "BBS10"                 
##  [4179] "OSBPL8"                 "ZDHHC17"               
##  [4181] "CSRP2"                  "E2F7"                  
##  [4183] "NAV3"                   "SYT1"                  
##  [4185] "PAWR"                   "PPP1R12A"              
##  [4187] "OTOGL"                  "PTPRQ"                 
##  [4189] "LIN7A"                  "ACSS3"                 
##  [4191] "PPFIA2"                 "CCDC59"                
##  [4193] "METTL25"                "TMTC2"                 
##  [4195] "SLC6A15"                "TSPAN19"               
##  [4197] "LRRIQ1"                 "ALX1"                  
##  [4199] "RASSF9"                 "NTS"                   
##  [4201] "MGAT4C"                 "MKRN9P"                
##  [4203] "C12orf50"               "C12orf29"              
##  [4205] "CEP290"                 "TMTC3"                 
##  [4207] "KITLG"                  "DUSP6"                 
##  [4209] "POC1B"                  "GALNT4"                
##  [4211] "ATP2B1"                 "LINC00615"             
##  [4213] "LUM"                    "DCN"                   
##  [4215] "BTG1"                   "CLLU1OS"               
##  [4217] "CLLU1"                  "C12orf74"              
##  [4219] "PLEKHG7"                "EEA1"                  
##  [4221] "LOC643339"              "NUDT4"                 
##  [4223] "UBE2N"                  "MRPL42"                
##  [4225] "SOCS2-AS1"              "SOCS2"                 
##  [4227] "CRADD"                  "PLXNC1"                
##  [4229] "TMCC3"                  "NDUFA12"               
##  [4231] "NR2C1"                  "FGD6"                  
##  [4233] "VEZT"                   "MIR331"                
##  [4235] "MIR3685"                "METAP2"                
##  [4237] "USP44"                  "PGAM1P5"               
##  [4239] "NTN4"                   "SNRPF"                 
##  [4241] "CCDC38"                 "AMDHD1"                
##  [4243] "HAL"                    "LTA4H"                 
##  [4245] "ELK3"                   "CDK17"                 
##  [4247] "NEDD1"                  "RMST"                  
##  [4249] "SLC9A7P1"               "TMPO-AS1"              
##  [4251] "TMPO"                   "SLC25A3"               
##  [4253] "SNORA53"                "IKBIP"                 
##  [4255] "APAF1"                  "ANKS1B"                
##  [4257] "UHRF1BP1L"              "GOLGA2P5"              
##  [4259] "ACTR6"                  "DEPDC4"                
##  [4261] "SCYL2"                  "SLC17A8"               
##  [4263] "NR1H4"                  "GAS2L3"                
##  [4265] "ANO4"                   "SLC5A8"                
##  [4267] "UTP20"                  "ARL1"                  
##  [4269] "MYBPC1"                 "CHPT1"                 
##  [4271] "SYCP3"                  "GNPTAB"                
##  [4273] "DRAM1"                  "NUP37"                 
##  [4275] "PARPBP"                 "PMCH"                  
##  [4277] "IGF1"                   "PAH"                   
##  [4279] "ASCL1"                  "C12orf42"              
##  [4281] "STAB2"                  "NT5DC3"                
##  [4283] "HSP90B1"                "C12orf73"              
##  [4285] "TDG"                    "GLT8D2"                
##  [4287] "HCFC2"                  "NFYB"                  
##  [4289] "TXNRD1"                 "EID3"                  
##  [4291] "CHST11"                 "SLC41A2"               
##  [4293] "C12orf45"               "ALDH1L2"               
##  [4295] "APPL2"                  "C12orf75"              
##  [4297] "NUAK1"                  "CKAP4"                 
##  [4299] "TCP11L2"                "POLR3B"                
##  [4301] "LOC100287944"           "RFX4"                  
##  [4303] "LOC100505978"           "RIC8B"                 
##  [4305] "CRY1"                   "BTBD11"                
##  [4307] "PWP1"                   "PRDM4"                 
##  [4309] "LOC728739"              "WSCD2"                 
##  [4311] "CMKLR1"                 "FICD"                  
##  [4313] "SART3"                  "ISCU"                  
##  [4315] "TMEM119"                "SELPLG"                
##  [4317] "CORO1C"                 "SSH1"                  
##  [4319] "USP30-AS1"              "USP30"                 
##  [4321] "ALKBH2"                 "UNG"                   
##  [4323] "ACACB"                  "FOXN4"                 
##  [4325] "MYO1H"                  "KCTD10"                
##  [4327] "UBE3B"                  "MMAB"                  
##  [4329] "MVK"                    "FAM222A"               
##  [4331] "FAM222A-AS1"            "TRPV4"                 
##  [4333] "GLTP"                   "TCHP"                  
##  [4335] "GIT2"                   "ANKRD13A"              
##  [4337] "C12orf76"               "IFT81"                 
##  [4339] "ATP2A2"                 "ANAPC7"                
##  [4341] "ARPC3"                  "GPN3"                  
##  [4343] "FAM216A"                "VPS29"                 
##  [4345] "RAD9B"                  "PPTC7"                 
##  [4347] "TCTN1"                  "HVCN1"                 
##  [4349] "PPP1CC"                 "CCDC63"                
##  [4351] "MYL2"                   "CUX2"                  
##  [4353] "SH2B3"                  "ATXN2"                 
##  [4355] "BRAP"                   "ACAD10"                
##  [4357] "ALDH2"                  "MAPKAPK5-AS1"          
##  [4359] "MAPKAPK5"               "ADAM1A"                
##  [4361] "TMEM116"                "ERP29"                 
##  [4363] "NAA25"                  "TRAFD1"                
##  [4365] "HECTD4"                 "RPL6"                  
##  [4367] "PTPN11"                 "RPH3A"                 
##  [4369] "OAS1"                   "OAS3"                  
##  [4371] "OAS2"                   "DTX1"                  
##  [4373] "RASAL1"                 "DDX54"                 
##  [4375] "IQCD"                   "TPCN1"                 
##  [4377] "PLBD2"                  "SDS"                   
##  [4379] "SDSL"                   "LHX5"                  
##  [4381] "RBM19"                  "TBX5"                  
##  [4383] "TBX5-AS1"               "TBX3"                  
##  [4385] "MED13L"                 "LINC00173"             
##  [4387] "MAP1LC3B2"              "C12orf49"              
##  [4389] "RNFT2"                  "HRK"                   
##  [4391] "FBXW8"                  "TESC"                  
##  [4393] "FBXO21"                 "NOS1"                  
##  [4395] "KSR2"                   "RFC5"                  
##  [4397] "WSB2"                   "VSIG10"                
##  [4399] "PEBP1"                  "TAOK3"                 
##  [4401] "SUDS3"                  "SRRM4"                 
##  [4403] "HSPB8"                  "CCDC60"                
##  [4405] "TMEM233"                "PRKAB1"                
##  [4407] "CIT"                    "RAB35"                 
##  [4409] "RPLP0"                  "PXN-AS1"               
##  [4411] "PXN"                    "SIRT4"                 
##  [4413] "PLA2G1B"                "MSI1"                  
##  [4415] "COX6A1"                 "TRIAP1"                
##  [4417] "GATC"                   "SRSF9"                 
##  [4419] "DYNLL1"                 "COQ5"                  
##  [4421] "RNF10"                  "POP5"                  
##  [4423] "CABP1"                  "MLEC"                  
##  [4425] "UNC119B"                "ACADS"                 
##  [4427] "SPPL3"                  "HNF1A-AS1"             
##  [4429] "HNF1A"                  "C12orf43"              
##  [4431] "OASL"                   "P2RX7"                 
##  [4433] "P2RX4"                  "CAMKK2"                
##  [4435] "ANAPC5"                 "RNF34"                 
##  [4437] "KDM2B"                  "ORAI1"                 
##  [4439] "MORN3"                  "TMEM120B"              
##  [4441] "RHOF"                   "SETD1B"                
##  [4443] "HPD"                    "PSMD9"                 
##  [4445] "WDR66"                  "BCL7A"                 
##  [4447] "MLXIP"                  "LRRC43"                
##  [4449] "IL31"                   "B3GNT4"                
##  [4451] "DIABLO"                 "VPS33A"                
##  [4453] "CLIP1"                  "ZCCHC8"                
##  [4455] "RSRC2"                  "KNTC1"                 
##  [4457] "HCAR2"                  "HCAR3"                 
##  [4459] "HCAR1"                  "DENR"                  
##  [4461] "CCDC62"                 "HIP1R"                 
##  [4463] "VPS37B"                 "ABCB9"                 
##  [4465] "OGFOD2"                 "ARL6IP4"               
##  [4467] "PITPNM2"                "MPHOSPH9"              
##  [4469] "C12orf65"               "CDK2AP1"               
##  [4471] "SBNO1"                  "RILPL2"                
##  [4473] "SNRNP35"                "RILPL1"                
##  [4475] "TMED2"                  "DDX55"                 
##  [4477] "EIF2B1"                 "GTF2H3"                
##  [4479] "TCTN2"                  "ATP6V0A2"              
##  [4481] "DNAH10"                 "CCDC92"                
##  [4483] "ZNF664"                 "NCOR2"                 
##  [4485] "SCARB1"                 "UBC"                   
##  [4487] "MIR5188"                "DHX37"                 
##  [4489] "BRI3BP"                 "AACS"                  
##  [4491] "TMEM132B"               "TMEM132C"              
##  [4493] "SLC15A4"                "GLT1D1"                
##  [4495] "TMEM132D"               "FZD10"                 
##  [4497] "PIWIL1"                 "RIMBP2"                
##  [4499] "STX2"                   "RAN"                   
##  [4501] "SFSWAP"                 "MMP17"                 
##  [4503] "ULK1"                   "PUS1"                  
##  [4505] "EP400"                  "SNORA49"               
##  [4507] "DDX51"                  "NOC4L"                 
##  [4509] "GALNT9"                 "LOC100130238"          
##  [4511] "FBRSL1"                 "LRCOL1"                
##  [4513] "P2RX2"                  "POLE"                  
##  [4515] "PXMP2"                  "PGAM5"                 
##  [4517] "ANKLE2"                 "GOLGA3"                
##  [4519] "CHFR"                   "ZNF605"                
##  [4521] "ZNF26"                  "ZNF84"                 
##  [4523] "ZNF140"                 "ZNF10"                 
##  [4525] "ZNF268"                 "ANKRD20A9P"            
##  [4527] "ANKRD26P3"              "TPTE2"                 
##  [4529] "MPHOSPH8"               "PSPC1"                 
##  [4531] "ZMYM5"                  "ZMYM2"                 
##  [4533] "GJA3"                   "GJB2"                  
##  [4535] "GJB6"                   "CRYL1"                 
##  [4537] "IFT88"                  "IL17D"                 
##  [4539] "XPO4"                   "LATS2"                 
##  [4541] "SAP18"                  "SKA3"                  
##  [4543] "MIPEPP3"                "ZDHHC20"               
##  [4545] "FGF9"                   "SGCG"                  
##  [4547] "SACS"                   "LINC00327"             
##  [4549] "TNFRSF19"               "MIPEP"                 
##  [4551] "ANKRD20A19P"            "SPATA13"               
##  [4553] "C1QTNF9"                "PARP4"                 
##  [4555] "TPTE2P6"                "ATP12A"                
##  [4557] "RNF17"                  "CENPJ"                 
##  [4559] "TPTE2P1"                "PABPC3"                
##  [4561] "AMER2"                  "MTMR6"                 
##  [4563] "ATP8A2"                 "SHISA2"                
##  [4565] "RNF6"                   "CDK8"                  
##  [4567] "WASF3"                  "GPR12"                 
##  [4569] "USP12"                  "SNORD102"              
##  [4571] "SNORA27"                "RASL11A"               
##  [4573] "GTF3A"                  "MTIF3"                 
##  [4575] "LNX2"                   "POLR1D"                
##  [4577] "PDX1"                   "CDX2"                  
##  [4579] "FLT3"                   "PAN3-AS1"              
##  [4581] "PAN3"                   "FLT1"                  
##  [4583] "POMP"                   "SLC46A3"               
##  [4585] "MTUS2"                  "MTUS2-AS1"             
##  [4587] "SLC7A1"                 "UBL3"                  
##  [4589] "KATNAL1"                "LINC00426"             
##  [4591] "HMGB1"                  "USPL1"                 
##  [4593] "ALOX5AP"                "LINC00398"             
##  [4595] "TEX26-AS1"              "MEDAG"                 
##  [4597] "HSPH1"                  "EEF1DP3"               
##  [4599] "FRY"                    "ZAR1L"                 
##  [4601] "BRCA2"                  "N4BP2L1"               
##  [4603] "N4BP2L2"                "MINOS1P1"              
##  [4605] "N4BP2L2-IT2"            "PDS5B"                 
##  [4607] "KL"                     "STARD13"               
##  [4609] "STARD13-AS"             "RFC3"                  
##  [4611] "NBEA"                   "MAB21L1"               
##  [4613] "DCLK1"                  "CCDC169"               
##  [4615] "CCNA1"                  "SERTM1"                
##  [4617] "RFXAP"                  "SMAD9"                 
##  [4619] "ALG5"                   "EXOSC8"                
##  [4621] "SUPT20H"                "CSNK1A1L"              
##  [4623] "POSTN"                  "TRPC4"                 
##  [4625] "LINC00571"              "UFM1"                  
##  [4627] "FREM2"                  "PROSER1"               
##  [4629] "NHLRC3"                 "COG6"                  
##  [4631] "LINC00598"              "FOXO1"                 
##  [4633] "MRPS31"                 "SLC25A15"              
##  [4635] "TPTE2P5"                "SUGT1P3"               
##  [4637] "ELF1"                   "WBP4"                  
##  [4639] "KBTBD6"                 "KBTBD7"                
##  [4641] "MTRF1"                  "NAA16"                 
##  [4643] "RGCC"                   "VWA8"                  
##  [4645] "VWA8-AS1"               "DGKH"                  
##  [4647] "AKAP11"                 "TNFSF11"               
##  [4649] "FAM216B"                "EPSTI1"                
##  [4651] "DNAJC15"                "ENOX1"                 
##  [4653] "CCDC122"                "LACC1"                 
##  [4655] "LINC00284"              "SERP2"                 
##  [4657] "TSC22D1"                "TSC22D1-AS1"           
##  [4659] "NUFIP1"                 "GTF2F2"                
##  [4661] "KCTD4"                  "TPT1"                  
##  [4663] "SNORA31"                "TPT1-AS1"              
##  [4665] "SLC25A30"               "COG3"                  
##  [4667] "SPERT"                  "SIAH3"                 
##  [4669] "ZC3H13"                 "CPB2-AS1"              
##  [4671] "CPB2"                   "LCP1"                  
##  [4673] "LRCH1"                  "ESD"                   
##  [4675] "HTR2A"                  "SUCLA2"                
##  [4677] "NUDT15"                 "MED4"                  
##  [4679] "MED4-AS1"               "ITM2B"                 
##  [4681] "RB1"                    "LPAR6"                 
##  [4683] "RCBTB2"                 "LINC00462"             
##  [4685] "CYSLTR2"                "FNDC3A"                
##  [4687] "MLNR"                   "CDADC1"                
##  [4689] "CAB39L"                 "SETDB2"                
##  [4691] "PHF11"                  "RCBTB1"                
##  [4693] "ARL11"                  "EBPL"                  
##  [4695] "KPNA3"                  "SPRYD7"                
##  [4697] "DLEU2"                  "MIR3613"               
##  [4699] "TRIM13"                 "KCNRG"                 
##  [4701] "DLEU1"                  "ST13P4"                
##  [4703] "DLEU7"                  "DLEU7-AS1"             
##  [4705] "RNASEH2B-AS1"           "RNASEH2B"              
##  [4707] "GUCY1B2"                "FAM124A"               
##  [4709] "SERPINE3"               "INTS6"                 
##  [4711] "WDFY2"                  "DHRS12"                
##  [4713] "ATP7B"                  "ALG11"                 
##  [4715] "UTP14C"                 "NEK5"                  
##  [4717] "NEK3"                   "MRPS31P5"              
##  [4719] "THSD1"                  "VPS36"                 
##  [4721] "CKAP2"                  "HNRNPA1L2"             
##  [4723] "SUGT1"                  "OLFM4"                 
##  [4725] "PCDH17"                 "DIAPH3"                
##  [4727] "TDRD3"                  "PCDH20"                
##  [4729] "PCDH9"                  "LINC00348"             
##  [4731] "DACH1"                  "MZT1"                  
##  [4733] "BORA"                   "DIS3"                  
##  [4735] "PIBF1"                  "KLF5"                  
##  [4737] "KLF12"                  "CTAGE11P"              
##  [4739] "TBC1D4"                 "COMMD6"                
##  [4741] "UCHL3"                  "LMO7"                  
##  [4743] "KCTD12"                 "CLN5"                  
##  [4745] "FBXL3"                  "MYCBP2"                
##  [4747] "MYCBP2-AS1"             "SCEL"                  
##  [4749] "SLAIN1"                 "EDNRB"                 
##  [4751] "POU4F1"                 "RNF219"                
##  [4753] "RBM26"                  "RBM26-AS1"             
##  [4755] "NDFIP2"                 "SPRY2"                 
##  [4757] "SLITRK6"                "MIR4500HG"             
##  [4759] "SLITRK5"                "MIR622"                
##  [4761] "LINC00410"              "MIR17HG"               
##  [4763] "GPC5"                   "GPC6"                  
##  [4765] "TGDS"                   "GPR180"                
##  [4767] "SOX21"                  "ABCC4"                 
##  [4769] "CLDN10"                 "CLDN10-AS1"            
##  [4771] "DZIP1"                  "DNAJC3"                
##  [4773] "UGGT2"                  "HS6ST3"                
##  [4775] "OXGR1"                  "MBNL2"                 
##  [4777] "RAP2A"                  "IPO5"                  
##  [4779] "FARP1"                  "RNF113B"               
##  [4781] "STK24"                  "SLC15A1"               
##  [4783] "DOCK9"                  "UBAC2-AS1"             
##  [4785] "UBAC2"                  "GPR18"                 
##  [4787] "GPR183"                 "FKSG29"                
##  [4789] "TM9SF2"                 "CLYBL"                 
##  [4791] "ZIC5"                   "ZIC2"                  
##  [4793] "PCCA"                   "GGACT"                 
##  [4795] "TMTC4"                  "NALCN-AS1"             
##  [4797] "NALCN"                  "ITGBL1"                
##  [4799] "FGF14"                  "FGF14-AS2"             
##  [4801] "TPP2"                   "CCDC168"               
##  [4803] "TEX30"                  "KDELC1"                
##  [4805] "BIVM"                   "ERCC5"                 
##  [4807] "METTL21EP"              "LINC00460"             
##  [4809] "EFNB2"                  "ARGLU1"                
##  [4811] "LINC00551"              "LINC00443"             
##  [4813] "FAM155A"                "LIG4"                  
##  [4815] "ABHD13"                 "TNFSF13B"              
##  [4817] "MYO16"                  "MYO16-AS1"             
##  [4819] "IRS2"                   "COL4A1"                
##  [4821] "COL4A2"                 "COL4A2-AS1"            
##  [4823] "RAB20"                  "CARS2"                 
##  [4825] "ING1"                   "LINC00346"             
##  [4827] "ANKRD10"                "ARHGEF7"               
##  [4829] "TEX29"                  "TUBGCP3"               
##  [4831] "ATP11A"                 "MCF2L-AS1"             
##  [4833] "MCF2L"                  "F7"                    
##  [4835] "F10"                    "PROZ"                  
##  [4837] "PCID2"                  "CUL4A"                 
##  [4839] "LAMP1"                  "GRTP1"                 
##  [4841] "ADPRHL1"                "DCUN1D2"               
##  [4843] "TMCO3"                  "TFDP1"                 
##  [4845] "TMEM255B"               "GAS6-AS1"              
##  [4847] "GAS6"                   "LINC00565"             
##  [4849] "RASA3"                  "CDC16"                 
##  [4851] "UPF3A"                  "CHAMP1"                
##  [4853] "OR4K2"                  "TTC5"                  
##  [4855] "CCNB1IP1"               "RPPH1"                 
##  [4857] "PARP2"                  "TEP1"                  
##  [4859] "KLHL33"                 "OSGEP"                 
##  [4861] "APEX1"                  "PNP"                   
##  [4863] "ANG"                    "RNASE4"                
##  [4865] "RNASE6"                 "RNASE1"                
##  [4867] "RNASE2"                 "METTL17"               
##  [4869] "SLC39A2"                "NDRG2"                 
##  [4871] "RNASE13"                "RNASE7"                
##  [4873] "ARHGEF40"               "ZNF219"                
##  [4875] "TMEM253"                "OR5AU1"                
##  [4877] "LINC00641"              "HNRNPC"                
##  [4879] "RPGRIP1"                "SUPT16H"               
##  [4881] "CHD8"                   "SNORD9"                
##  [4883] "SNORD8"                 "RAB2B"                 
##  [4885] "TOX4"                   "METTL3"                
##  [4887] "SALL2"                  "DAD1"                  
##  [4889] "ABHD4"                  "OXA1L"                 
##  [4891] "SLC7A7"                 "MRPL52"                
##  [4893] "MMP14"                  "LRP10"                 
##  [4895] "REM2"                   "RBM23"                 
##  [4897] "PRMT5"                  "HAUS4"                 
##  [4899] "AJUBA"                  "C14orf93"              
##  [4901] "PSMB5"                  "CDH24"                 
##  [4903] "ACIN1"                  "C14orf119"             
##  [4905] "CEBPE"                  "SLC7A8"                
##  [4907] "HOMEZ"                  "PPP1R3E"               
##  [4909] "BCL2L2"                 "PABPN1"                
##  [4911] "SLC22A17"               "EFS"                   
##  [4913] "CMTM5"                  "NGDN"                  
##  [4915] "THTPA"                  "ZFHX2"                 
##  [4917] "AP1G2"                  "JPH4"                  
##  [4919] "DHRS2"                  "DHRS4-AS1"             
##  [4921] "DHRS4"                  "DHRS4L2"               
##  [4923] "DHRS4L1"                "NRL"                   
##  [4925] "PCK2"                   "DCAF11"                
##  [4927] "FITM1"                  "PSME1"                 
##  [4929] "EMC9"                   "PSME2"                 
##  [4931] "RNF31"                  "IRF9"                  
##  [4933] "REC8"                   "IPO4"                  
##  [4935] "TM9SF1"                 "TSSK4"                 
##  [4937] "CHMP4A"                 "MDP1"                  
##  [4939] "NEDD8"                  "GMPR2"                 
##  [4941] "TINF2"                  "TGM1"                  
##  [4943] "RABGGTA"                "DHRS1"                 
##  [4945] "NOP9"                   "CIDEB"                 
##  [4947] "LTB4R2"                 "LTB4R"                 
##  [4949] "ADCY4"                  "RIPK3"                 
##  [4951] "NFATC4"                 "NYNRIN"                
##  [4953] "CBLN3"                  "KHNYN"                 
##  [4955] "SDR39U1"                "CMA1"                  
##  [4957] "CTSG"                   "GZMH"                  
##  [4959] "GZMB"                   "STXBP6"                
##  [4961] "NOVA1"                  "FOXG1"                 
##  [4963] "PRKD1"                  "G2E3"                  
##  [4965] "SCFD1"                  "COCH"                  
##  [4967] "LOC100506071"           "STRN3"                 
##  [4969] "AP4S1"                  "HECTD1"                
##  [4971] "HEATR5A"                "DTD2"                  
##  [4973] "NUBPL"                  "ARHGAP5-AS1"           
##  [4975] "ARHGAP5"                "AKAP6"                 
##  [4977] "NPAS3"                  "EGLN3"                 
##  [4979] "SPTSSA"                 "EAPP"                  
##  [4981] "SNX6"                   "CFL2"                  
##  [4983] "BAZ1A"                  "IGBP1P1"               
##  [4985] "SRP54"                  "FAM177A1"              
##  [4987] "PPP2R3C"                "KIAA0391"              
##  [4989] "PSMA6"                  "NFKBIA"                
##  [4991] "INSM2"                  "RALGAPA1"              
##  [4993] "BRMS1L"                 "PTCSC3"                
##  [4995] "MBIP"                   "SFTA3"                 
##  [4997] "NKX2-1"                 "NKX2-8"                
##  [4999] "PAX9"                   "SLC25A21"              
##  [5001] "MIPOL1"                 "FOXA1"                 
##  [5003] "SSTR1"                  "CLEC14A"               
##  [5005] "LINC00639"              "SEC23A"                
##  [5007] "GEMIN2"                 "TRAPPC6B"              
##  [5009] "PNN"                    "MIA2"                  
##  [5011] "LOC100288846"           "FBXO33"                
##  [5013] "LRFN5"                  "C14orf28"              
##  [5015] "KLHL28"                 "PRPF39"                
##  [5017] "FKBP3"                  "FANCM"                 
##  [5019] "MIS18BP1"               "MDGA2"                 
##  [5021] "LINC00648"              "RPS29"                 
##  [5023] "LRR1"                   "RPL36AL"               
##  [5025] "MGAT2"                  "DNAAF2"                
##  [5027] "POLE2"                  "KLHDC1"                
##  [5029] "KLHDC2"                 "NEMF"                  
##  [5031] "ARF6"                   "SOS2"                  
##  [5033] "L2HGDH"                 "ATP5S"                 
##  [5035] "CDKL1"                  "MAP4K5"                
##  [5037] "ATL1"                   "SAV1"                  
##  [5039] "NIN"                    "ABHD12B"               
##  [5041] "PYGL"                   "TRIM9"                 
##  [5043] "TMX1"                   "LINC00640"             
##  [5045] "FRMD6"                  "FRMD6-AS1"             
##  [5047] "GNG2"                   "NID2"                  
##  [5049] "PTGDR"                  "PTGER2"                
##  [5051] "TXNDC16"                "GPR137C"               
##  [5053] "PSMC6"                  "STYX"                  
##  [5055] "GNPNAT1"                "FERMT2"                
##  [5057] "DDHD1"                  "BMP4"                  
##  [5059] "CDKN3"                  "GMFB"                  
##  [5061] "CGRRF1"                 "SAMD4A"                
##  [5063] "GCH1"                   "WDHD1"                 
##  [5065] "SOCS4"                  "MAPK1IP1L"             
##  [5067] "LGALS3"                 "DLGAP5"                
##  [5069] "FBXO34"                 "ATG14"                 
##  [5071] "KTN1-AS1"               "KTN1"                  
##  [5073] "LINC00520"              "PELI2"                 
##  [5075] "EXOC5"                  "AP5M1"                 
##  [5077] "NAA30"                  "SLC35F4"               
##  [5079] "ACTR10"                 "PSMA3"                 
##  [5081] "ARID4A"                 "TOMM20L"               
##  [5083] "TIMM9"                  "KIAA0586"              
##  [5085] "DACT1"                  "DAAM1"                 
##  [5087] "GPR135"                 "L3HYPDH"               
##  [5089] "JKAMP"                  "CCDC175"               
##  [5091] "RTN1"                   "LRRC9"                 
##  [5093] "DHRS7"                  "PPM1A"                 
##  [5095] "C14orf39"               "SIX1"                  
##  [5097] "SIX4"                   "MNAT1"                 
##  [5099] "TRMT5"                  "SLC38A6"               
##  [5101] "TMEM30B"                "PRKCH"                 
##  [5103] "FLJ22447"               "HIF1A"                 
##  [5105] "HIF1A-AS2"              "SNAPC1"                
##  [5107] "SYT16"                  "LINC00643"             
##  [5109] "RHOJ"                   "PPP2R5E"               
##  [5111] "WDR89"                  "SGPP1"                 
##  [5113] "SYNE2"                  "ESR2"                  
##  [5115] "TEX21P"                 "MTHFD1"                
##  [5117] "AKAP5"                  "ZBTB25"                
##  [5119] "ZBTB1"                  "HSPA2"                 
##  [5121] "PPP1R36"                "PLEKHG3"               
##  [5123] "SPTB"                   "CHURC1"                
##  [5125] "GPX2"                   "RAB15"                 
##  [5127] "FNTB"                   "MAX"                   
##  [5129] "LOC100506321"           "FUT8"                  
##  [5131] "FUT8-AS1"               "GPHN"                  
##  [5133] "FAM71D"                 "MPP5"                  
##  [5135] "ATP6V1D"                "EIF2S1"                
##  [5137] "PLEK2"                  "TMEM229B"              
##  [5139] "PLEKHH1"                "PIGH"                  
##  [5141] "ARG2"                   "VTI1B"                 
##  [5143] "RDH11"                  "RDH12"                 
##  [5145] "ZFYVE26"                "RAD51B"                
##  [5147] "ZFP36L1"                "ACTN1"                 
##  [5149] "ACTN1-AS1"              "DCAF5"                 
##  [5151] "EXD2"                   "GALNT16"               
##  [5153] "ERH"                    "SLC39A9"               
##  [5155] "PLEKHD1"                "CCDC177"               
##  [5157] "LOC100289511"           "SRSF5"                 
##  [5159] "SLC10A1"                "SMOC1"                 
##  [5161] "SLC8A3"                 "ADAM21P1"              
##  [5163] "COX16"                  "SYNJ2BP"               
##  [5165] "ADAM21"                 "ADAM20P1"              
##  [5167] "ADAM20"                 "MED6"                  
##  [5169] "TTC9"                   "MAP3K9"                
##  [5171] "LOC145474"              "SIPA1L1"               
##  [5173] "RGS6"                   "DPF3"                  
##  [5175] "DCAF4"                  "ZFYVE1"                
##  [5177] "RBM25"                  "PSEN1"                 
##  [5179] "PAPLN"                  "NUMB"                  
##  [5181] "HEATR4"                 "ACOT1"                 
##  [5183] "ACOT2"                  "ACOT4"                 
##  [5185] "ACOT6"                  "DNAL1"                 
##  [5187] "PNMA1"                  "ELMSAN1"               
##  [5189] "PTGR2"                  "ZNF410"                
##  [5191] "FAM161B"                "COQ6"                  
##  [5193] "ENTPD5"                 "ALDH6A1"               
##  [5195] "LIN52"                  "VSX2"                  
##  [5197] "ABCD4"                  "VRTN"                  
##  [5199] "SYNDIG1L"               "NPC2"                  
##  [5201] "ISCA2"                  "LTBP2"                 
##  [5203] "FCF1"                   "YLPM1"                 
##  [5205] "PROX2"                  "DLST"                  
##  [5207] "RPS6KL1"                "PGF"                   
##  [5209] "EIF2B2"                 "MLH3"                  
##  [5211] "ACYP1"                  "ZC2HC1C"               
##  [5213] "NEK9"                   "TMED10"                
##  [5215] "FOS"                    "JDP2"                  
##  [5217] "BATF"                   "FLVCR2"                
##  [5219] "TTLL5"                  "TGFB3"                 
##  [5221] "IFT43"                  "GPATCH2L"              
##  [5223] "ESRRB"                  "VASH1"                 
##  [5225] "ANGEL1"                 "IRF2BPL"               
##  [5227] "ZDHHC22"                "TMEM63C"               
##  [5229] "POMT2"                  "GSTZ1"                 
##  [5231] "TMED8"                  "SAMD15"                
##  [5233] "NOXRED1"                "VIPAS39"               
##  [5235] "AHSA1"                  "ISM2"                  
##  [5237] "SPTLC2"                 "ALKBH1"                
##  [5239] "SLIRP"                  "SNW1"                  
##  [5241] "C14orf178"              "ADCK1"                 
##  [5243] "NRXN3"                  "DIO2"                  
##  [5245] "CEP128"                 "GTF2A1"                
##  [5247] "STON2"                  "SEL1L"                 
##  [5249] "FLRT2"                  "GALC"                  
##  [5251] "GPR65"                  "KCNK10"                
##  [5253] "SPATA7"                 "PTPN21"                
##  [5255] "ZC3H14"                 "EML5"                  
##  [5257] "TTC8"                   "FOXN3"                 
##  [5259] "FOXN3-AS1"              "EFCAB11"               
##  [5261] "TDP1"                   "KCNK13"                
##  [5263] "PSMC1"                  "NRDE2"                 
##  [5265] "CALM1"                  "TTC7B"                 
##  [5267] "RPS6KA5"                "GPR68"                 
##  [5269] "CCDC88C"                "CATSPERB"              
##  [5271] "TC2N"                   "FBLN5"                 
##  [5273] "TRIP11"                 "ATXN3"                 
##  [5275] "NDUFB1"                 "CPSF2"                 
##  [5277] "SLC24A4"                "RIN3"                  
##  [5279] "LGMN"                   "GOLGA5"                
##  [5281] "CHGA"                   "ITPK1"                 
##  [5283] "ITPK1-AS1"              "MOAP1"                 
##  [5285] "TMEM251"                "UBR7"                  
##  [5287] "BTBD7"                  "UNC79"                 
##  [5289] "PRIMA1"                 "FAM181A"               
##  [5291] "ASB2"                   "OTUB2"                 
##  [5293] "DDX24"                  "IFI27L1"               
##  [5295] "IFI27"                  "IFI27L2"               
##  [5297] "PPP4R4"                 "SERPINA10"             
##  [5299] "SERPINA6"               "SERPINA1"              
##  [5301] "SERPINA9"               "SERPINA12"             
##  [5303] "SERPINA4"               "SERPINA5"              
##  [5305] "SERPINA3"               "GSC"                   
##  [5307] "DICER1"                 "DICER1-AS1"            
##  [5309] "CLMN"                   "SYNE3"                 
##  [5311] "SNHG10"                 "GLRX5"                 
##  [5313] "TCL1A"                  "C14orf132"             
##  [5315] "BDKRB2"                 "BDKRB1"                
##  [5317] "ATG2B"                  "GSKIP"                 
##  [5319] "AK7"                    "PAPOLA"                
##  [5321] "VRK1"                   "BCL11B"                
##  [5323] "SETD3"                  "CCNK"                  
##  [5325] "CCDC85C"                "HHIPL1"                
##  [5327] "CYP46A1"                "EML1"                  
##  [5329] "EVL"                    "DEGS2"                 
##  [5331] "YY1"                    "SLC25A29"              
##  [5333] "SLC25A47"               "WARS"                  
##  [5335] "WDR25"                  "BEGAIN"                
##  [5337] "DLK1"                   "MEG3"                  
##  [5339] "RTL1"                   "MEG8"                  
##  [5341] "SNORD114-10"            "MIR656"                
##  [5343] "MEG9"                   "DIO3OS"                
##  [5345] "MIR1247"                "DIO3"                  
##  [5347] "LINC00239"              "PPP2R5C"               
##  [5349] "DYNC1H1"                "HSP90AA1"              
##  [5351] "WDR20"                  "MOK"                   
##  [5353] "ZNF839"                 "CINP"                  
##  [5355] "TECPR2"                 "ANKRD9"                
##  [5357] "RCOR1"                  "TRAF3"                 
##  [5359] "AMN"                    "CDC42BPB"              
##  [5361] "EXOC3L4"                "TNFAIP2"               
##  [5363] "LINC00605"              "EIF5"                  
##  [5365] "SNORA28"                "MARK3"                 
##  [5367] "CKB"                    "TRMT61A"               
##  [5369] "BAG5"                   "APOPT1"                
##  [5371] "KLC1"                   "XRCC3"                 
##  [5373] "ZFYVE21"                "PPP1R13B"              
##  [5375] "TDRD9"                  "ASPG"                  
##  [5377] "KIF26A"                 "C14orf180"             
##  [5379] "TMEM179"                "INF2"                  
##  [5381] "ADSSL1"                 "SIVA1"                 
##  [5383] "AKT1"                   "ZBTB42"                
##  [5385] "LINC00638"              "CEP170B"               
##  [5387] "PLD4"                   "AHNAK2"                
##  [5389] "CDCA4"                  "GPR132"                
##  [5391] "JAG2"                   "NUDT14"                
##  [5393] "BRF1"                   "BTBD6"                 
##  [5395] "PACS2"                  "TEX22"                 
##  [5397] "MTA1"                   "CRIP2"                 
##  [5399] "CRIP1"                  "TMEM121"               
##  [5401] "HERC2P3"                "NBEAP1"                
##  [5403] "LOC646214"              "CXADRP2"               
##  [5405] "REREP3"                 "GOLGA8DP"              
##  [5407] "TUBGCP5"                "CYFIP1"                
##  [5409] "NIPA2"                  "NIPA1"                 
##  [5411] "LOC283683"              "WHAMMP3"               
##  [5413] "HERC2P2"                "HERC2P7"               
##  [5415] "GOLGA8S"                "MKRN3"                 
##  [5417] "MAGEL2"                 "NDN"                   
##  [5419] "PWRN1"                  "SNORD116-1"            
##  [5421] "SNORD116-2"             "SNORD116-4"            
##  [5423] "SNORD116-8"             "SNORD116-13"           
##  [5425] "SNORD116-14"            "SNORD116-16"           
##  [5427] "SNORD116-18"            "SNORD116-20"           
##  [5429] "SNORD116-21"            "SNORD116-22"           
##  [5431] "SNORD116-23"            "SNORD116-24"           
##  [5433] "SNORD116-27"            "SNORD116-28"           
##  [5435] "SNORD116-29"            "IPW"                   
##  [5437] "UBE3A"                  "ATP10A"                
##  [5439] "GABRB3"                 "GABRA5"                
##  [5441] "GABRG3"                 "OCA2"                  
##  [5443] "HERC2"                  "HERC2P9"               
##  [5445] "WHAMMP2"                "APBA2"                 
##  [5447] "FAM189A1"               "TJP1"                  
##  [5449] "ULK4P3"                 "GOLGA8T"               
##  [5451] "CHRFAM7A"               "ARHGAP11B"             
##  [5453] "LOC100288637"           "HERC2P10"              
##  [5455] "FAN1"                   "MTMR10"                
##  [5457] "LOC283710"              "KLF13"                 
##  [5459] "OTUD7A"                 "CHRNA7"                
##  [5461] "WHAMMP1"                "ARHGAP11A"             
##  [5463] "SCG5"                   "GREM1"                 
##  [5465] "FMN1"                   "TMCO5B"                
##  [5467] "RYR3"                   "AVEN"                  
##  [5469] "CHRM5"                  "EMC7"                  
##  [5471] "PGBD4"                  "KATNBL1"               
##  [5473] "EMC4"                   "SLC12A6"               
##  [5475] "NOP10"                  "LPCAT4"                
##  [5477] "GOLGA8A"                "GOLGA8B"               
##  [5479] "ACTC1"                  "AQR"                   
##  [5481] "ZNF770"                 "ANP32AP1"              
##  [5483] "MIR3942"                "C15orf41"              
##  [5485] "CSNK1A1P1"              "MEIS2"                 
##  [5487] "SPRED1"                 "FAM98B"                
##  [5489] "RASGRP1"                "C15orf54"              
##  [5491] "THBS1"                  "FSIP1"                 
##  [5493] "GPR176"                 "EIF2AK4"               
##  [5495] "SRP14"                  "BMF"                   
##  [5497] "BUB1B"                  "PAK6"                  
##  [5499] "C15orf56"               "ANKRD63"               
##  [5501] "PLCB2"                  "DISP2"                 
##  [5503] "KNSTRN"                 "IVD"                   
##  [5505] "BAHD1"                  "CHST14"                
##  [5507] "MRPL42P5"               "RPUSD2"                
##  [5509] "RAD51"                  "RMDN3"                 
##  [5511] "GCHFR"                  "DNAJC17"               
##  [5513] "C15orf62"               "ZFYVE19"               
##  [5515] "PPP1R14D"               "SPINT1"                
##  [5517] "RHOV"                   "VPS18"                 
##  [5519] "DLL4"                   "CHAC1"                 
##  [5521] "INO80"                  "EXD1"                  
##  [5523] "CHP1"                   "OIP5-AS1"              
##  [5525] "OIP5"                   "NUSAP1"                
##  [5527] "NDUFAF1"                "RTF1"                  
##  [5529] "ITPKA"                  "LTK"                   
##  [5531] "RPAP1"                  "TYRO3"                 
##  [5533] "MGA"                    "MAPKBP1"               
##  [5535] "JMJD7"                  "PLA2G4B"               
##  [5537] "SPTBN5"                 "EHD4"                  
##  [5539] "PLA2G4E"                "PLA2G4D"               
##  [5541] "PLA2G4F"                "VPS39"                 
##  [5543] "TMEM87A"                "GANC"                  
##  [5545] "CAPN3"                  "SNAP23"                
##  [5547] "LRRC57"                 "HAUS2"                 
##  [5549] "STARD9"                 "CDAN1"                 
##  [5551] "TTBK2"                  "UBR1"                  
##  [5553] "TMEM62"                 "CCNDBP1"               
##  [5555] "TGM5"                   "LCMT2"                 
##  [5557] "ADAL"                   "ZSCAN29"               
##  [5559] "TUBGCP4"                "TP53BP1"               
##  [5561] "MAP1A"                  "PPIP5K1"               
##  [5563] "CKMT1B"                 "STRC"                  
##  [5565] "CATSPER2"               "CKMT1A"                
##  [5567] "CATSPER2P1"             "PDIA3"                 
##  [5569] "ELL3"                   "SERF2"                 
##  [5571] "MIR1282"                "SERINC4"               
##  [5573] "HYPK"                   "MFAP1"                 
##  [5575] "WDR76"                  "FRMD5"                 
##  [5577] "PIN4P1"                 "CASC4"                 
##  [5579] "CTDSPL2"                "EIF3J"                 
##  [5581] "SPG11"                  "PATL2"                 
##  [5583] "B2M"                    "TRIM69"                
##  [5585] "SORD"                   "DUOX2"                 
##  [5587] "DUOXA2"                 "DUOXA1"                
##  [5589] "DUOX1"                  "SHF"                   
##  [5591] "SLC28A2"                "GATM"                  
##  [5593] "SPATA5L1"               "C15orf48"              
##  [5595] "SLC30A4"                "HMGN2P46"              
##  [5597] "BLOC1S6"                "SEMA6D"                
##  [5599] "SLC24A5"                "MYEF2"                 
##  [5601] "DUT"                    "FBN1"                  
##  [5603] "CEP152"                 "SHC4"                  
##  [5605] "EID1"                   "SECISBP2L"             
##  [5607] "COPS2"                  "GALK2"                 
##  [5609] "NDUFAF4P1"              "FAM227B"               
##  [5611] "FGF7"                   "DTWD1"                 
##  [5613] "ATP8B4"                 "SLC27A2"               
##  [5615] "HDC"                    "GABPB1"                
##  [5617] "GABPB1-AS1"             "MIR4712"               
##  [5619] "USP8"                   "USP50"                 
##  [5621] "TRPM7"                  "SPPL2A"                
##  [5623] "AP4E1"                  "DCAF13P3"              
##  [5625] "TNFAIP8L3"              "CYP19A1"               
##  [5627] "GLDN"                   "DMXL2"                 
##  [5629] "SCG3"                   "LYSMD2"                
##  [5631] "TMOD2"                  "TMOD3"                 
##  [5633] "LEO1"                   "MAPK6"                 
##  [5635] "BCL2L10"                "GNB5"                  
##  [5637] "MYO5C"                  "MYO5A"                 
##  [5639] "ARPP19"                 "FAM214A"               
##  [5641] "ONECUT1"                "WDR72"                 
##  [5643] "UNC13C"                 "RSL24D1"               
##  [5645] "RAB27A"                 "PIGB"                  
##  [5647] "CCPG1"                  "PYGO1"                 
##  [5649] "PRTG"                   "NEDD4"                 
##  [5651] "RFX7"                   "TEX9"                  
##  [5653] "MNS1"                   "ZNF280D"               
##  [5655] "LOC145783"              "TCF12"                 
##  [5657] "CGNL1"                  "MYZAP"                 
##  [5659] "POLR2M"                 "ALDH1A2"               
##  [5661] "AQP9"                   "LIPC"                  
##  [5663] "ADAM10"                 "HSP90AB4P"             
##  [5665] "SLTM"                   "RNF111"                
##  [5667] "CCNB2"                  "MYO1E"                 
##  [5669] "MIR2116"                "LDHAL6B"               
##  [5671] "FAM81A"                 "GCNT3"                 
##  [5673] "GTF2A2"                 "BNIP2"                 
##  [5675] "ANXA2"                  "RORA"                  
##  [5677] "VPS13C"                 "C2CD4A"                
##  [5679] "C2CD4B"                 "TLN2"                  
##  [5681] "TPM1"                   "LACTB"                 
##  [5683] "RPS27L"                 "RAB8B"                 
##  [5685] "APH1B"                  "CA12"                  
##  [5687] "USP3"                   "FBXL22"                
##  [5689] "HERC1"                  "DAPK2"                 
##  [5691] "SNX1"                   "SNX22"                 
##  [5693] "PPIB"                   "CSNK1G1"               
##  [5695] "TRIP4"                  "ZNF609"                
##  [5697] "OAZ2"                   "RBPMS2"                
##  [5699] "PIF1"                   "PLEKHO2"               
##  [5701] "ANKDD1A"                "SPG21"                 
##  [5703] "MTFMT"                  "SLC51B"                
##  [5705] "RASL12"                 "UBAP1L"                
##  [5707] "PDCD7"                  "CLPX"                  
##  [5709] "CILP"                   "PARP16"                
##  [5711] "IGDCC3"                 "IGDCC4"                
##  [5713] "DPP8"                   "SLC24A1"               
##  [5715] "DENND4A"                "RAB11A"                
##  [5717] "MEGF11"                 "DIS3L"                 
##  [5719] "TIPIN"                  "MAP2K1"                
##  [5721] "SNAPC5"                 "RPL4"                  
##  [5723] "SNORD18C"               "SNORD18B"              
##  [5725] "SNORD16"                "SNORD18A"              
##  [5727] "ZWILCH"                 "LCTL"                  
##  [5729] "SMAD6"                  "SMAD3"                 
##  [5731] "AAGAB"                  "IQCH"                  
##  [5733] "IQCH-AS1"               "C15orf61"              
##  [5735] "MAP2K5"                 "SKOR1"                 
##  [5737] "PIAS1"                  "CALML4"                
##  [5739] "CLN6"                   "FEM1B"                 
##  [5741] "ITGA11"                 "CORO2B"                
##  [5743] "ANP32A"                 "MIR4312"               
##  [5745] "ANP32A-IT1"             "MIR548H4"              
##  [5747] "SPESP1"                 "NOX5"                  
##  [5749] "GLCE"                   "PAQR5"                 
##  [5751] "KIF23"                  "RPLP1"                 
##  [5753] "TLE3"                   "UACA"                  
##  [5755] "LARP6"                  "THAP10"                
##  [5757] "LRRC49"                 "CT62"                  
##  [5759] "THSD4"                  "NR2E3"                 
##  [5761] "MYO9A"                  "SENP8"                 
##  [5763] "PKM"                    "PARP6"                 
##  [5765] "CELF6"                  "HEXA"                  
##  [5767] "HEXA-AS1"               "ARIH1"                 
##  [5769] "MIR630"                 "GOLGA6B"               
##  [5771] "HIGD2B"                 "BBS4"                  
##  [5773] "ADPGK"                  "ADPGK-AS1"             
##  [5775] "NEO1"                   "HCN4"                  
##  [5777] "NPTN"                   "CD276"                 
##  [5779] "LOXL1-AS1"              "LOXL1"                 
##  [5781] "STOML1"                 "PML"                   
##  [5783] "GOLGA6A"                "ISLR2"                 
##  [5785] "ISLR"                   "STRA6"                 
##  [5787] "CCDC33"                 "CYP11A1"               
##  [5789] "SEMA7A"                 "UBL7"                  
##  [5791] "ARID3B"                 "CLK3"                  
##  [5793] "EDC3"                   "CYP1A1"                
##  [5795] "CYP1A2"                 "CSK"                   
##  [5797] "LMAN1L"                 "CPLX3"                 
##  [5799] "ULK3"                   "SCAMP2"                
##  [5801] "MPI"                    "FAM219B"               
##  [5803] "COX5A"                  "RPP25"                 
##  [5805] "SCAMP5"                 "PPCDC"                 
##  [5807] "C15orf39"               "GOLGA6C"               
##  [5809] "GOLGA6D"                "COMMD4"                
##  [5811] "NEIL1"                  "MIR631"                
##  [5813] "MAN2C1"                 "SIN3A"                 
##  [5815] "PTPN9"                  "SNUPN"                 
##  [5817] "IMP3"                   "SNX33"                 
##  [5819] "CSPG4"                  "ODF3L1"                
##  [5821] "DNM1P35"                "UBE2Q2"                
##  [5823] "FBXO22"                 "NRG4"                  
##  [5825] "ETFA"                   "TYRO3P"                
##  [5827] "ISL2"                   "SCAPER"                
##  [5829] "RCN2"                   "PSTPIP1"               
##  [5831] "TSPAN3"                 "PEAK1"                 
##  [5833] "LINC00597"              "HMG20A"                
##  [5835] "LINGO1"                 "LOC645752"             
##  [5837] "LOC91450"               "TBC1D2B"               
##  [5839] "SH2D7"                  "CIB2"                  
##  [5841] "IDH3A"                  "ACSBG1"                
##  [5843] "DNAJA4"                 "WDR61"                 
##  [5845] "CRABP1"                 "IREB2"                 
##  [5847] "PSMA4"                  "CHRNA5"                
##  [5849] "CHRNA3"                 "CHRNB4"                
##  [5851] "ADAMTS7"                "MORF4L1"               
##  [5853] "CTSH"                   "RASGRF1"               
##  [5855] "TMED3"                  "KIAA1024"              
##  [5857] "MTHFS"                  "ST20-MTHFS"            
##  [5859] "ST20"                   "BCL2A1"                
##  [5861] "ZFAND6"                 "FAH"                   
##  [5863] "ARNT2"                  "IL16"                  
##  [5865] "STARD5"                 "TMC3"                  
##  [5867] "MEX3B"                  "GOLGA6L10"             
##  [5869] "GOLGA6L9"               "CPEB1"                 
##  [5871] "AP3B2"                  "SCARNA15"              
##  [5873] "FSD2"                   "WHAMM"                 
##  [5875] "HOMER2"                 "C15orf40"              
##  [5877] "BTBD1"                  "TM6SF1"                
##  [5879] "BNC1"                   "SH3GL3"                
##  [5881] "ADAMTSL3"               "LOC440300"             
##  [5883] "LOC642423"              "GOLGA6L4"              
##  [5885] "UBE2Q2P1"               "ZSCAN2"                
##  [5887] "SCAND2P"                "WDR73"                 
##  [5889] "NMB"                    "SEC11A"                
##  [5891] "ZNF592"                 "ALPK3"                 
##  [5893] "SLC28A1"                "PDE8A"                 
##  [5895] "AKAP13"                 "KLHL25"                
##  [5897] "AGBL1"                  "NTRK3"                 
##  [5899] "NTRK3-AS1"              "MRPL46"                
##  [5901] "MRPS11"                 "DET1"                  
##  [5903] "AEN"                    "ISG20"                 
##  [5905] "ACAN"                   "HAPLN3"                
##  [5907] "MFGE8"                  "ABHD2"                 
##  [5909] "RLBP1"                  "FANCI"                 
##  [5911] "POLG"                   "RHCG"                  
##  [5913] "TICRR"                  "KIF7"                  
##  [5915] "PLIN1"                  "PEX11A"                
##  [5917] "WDR93"                  "MESP1"                 
##  [5919] "MESP2"                  "ANPEP"                 
##  [5921] "AP3S2"                  "ZNF710"                
##  [5923] "IDH2"                   "SEMA4B"                
##  [5925] "CIB1"                   "GDPGP1"                
##  [5927] "NGRN"                   "ZNF774"                
##  [5929] "IQGAP1"                 "CRTC3"                 
##  [5931] "BLM"                    "FURIN"                 
##  [5933] "FES"                    "MAN2A2"                
##  [5935] "UNC45A"                 "HDDC3"                 
##  [5937] "RCCD1"                  "PRC1"                  
##  [5939] "VPS33B"                 "SV2B"                  
##  [5941] "SLCO3A1"                "ST8SIA2"               
##  [5943] "FAM174B"                "ASB9P1"                
##  [5945] "CHD2"                   "RGMA"                  
##  [5947] "MCTP2"                  "LOC440311"             
##  [5949] "NR2F2"                  "MIR1469"               
##  [5951] "ARRDC4"                 "FAM169B"               
##  [5953] "IGF1R"                  "PGPEP1L"               
##  [5955] "SYNM"                   "TTC23"                 
##  [5957] "LRRC28"                 "HSP90B2P"              
##  [5959] "MEF2A"                  "LYSMD4"                
##  [5961] "DNM1P46"                "ADAMTS17"              
##  [5963] "CERS3"                  "PRKXP1"                
##  [5965] "ASB7"                   "ALDH1A3"               
##  [5967] "LRRK1"                  "CHSY1"                 
##  [5969] "SNRPA1"                 "PCSK6"                 
##  [5971] "LOC100507472"           "TM2D3"                 
##  [5973] "TARSL2"                 "WASH3P"                
##  [5975] "POLR3K"                 "SNRNP25"               
##  [5977] "RHBDF1"                 "MPG"                   
##  [5979] "NPRL3"                  "HBZ"                   
##  [5981] "HBM"                    "HBA2"                  
##  [5983] "HBA1"                   "HBQ1"                  
##  [5985] "LUC7L"                  "RGS11"                 
##  [5987] "ARHGDIG"                "PDIA2"                 
##  [5989] "AXIN1"                  "MRPL28"                
##  [5991] "TMEM8A"                 "LOC100134368"          
##  [5993] "NME4"                   "DECR2"                 
##  [5995] "RAB11FIP3"              "LINC00235"             
##  [5997] "MIR5587"                "MIR3176"               
##  [5999] "NHLRC4"                 "PIGQ"                  
##  [6001] "RAB40C"                 "WFIKKN1"               
##  [6003] "WDR90"                  "RHOT2"                 
##  [6005] "RHBDL1"                 "STUB1"                 
##  [6007] "JMJD8"                  "WDR24"                 
##  [6009] "FBXL16"                 "METRN"                 
##  [6011] "FAM173A"                "CCDC78"                
##  [6013] "HAGHL"                  "MSLN"                  
##  [6015] "RPUSD1"                 "CHTF18"                
##  [6017] "GNG13"                  "PRR25"                 
##  [6019] "LMF1"                   "SOX8"                  
##  [6021] "SSTR5-AS1"              "SSTR5"                 
##  [6023] "CACNA1H"                "TPSG1"                 
##  [6025] "TPSB2"                  "TPSAB1"                
##  [6027] "TPSD1"                  "UBE2I"                 
##  [6029] "BAIAP3"                 "TSR3"                  
##  [6031] "GNPTG"                  "UNKL"                  
##  [6033] "C16orf91"               "CCDC154"               
##  [6035] "CLCN7"                  "PTX4"                  
##  [6037] "TELO2"                  "IFT140"                
##  [6039] "TMEM204"                "MAPK8IP3"              
##  [6041] "NME3"                   "MRPS34"                
##  [6043] "EME2"                   "SPSB3"                 
##  [6045] "NUBP2"                  "IGFALS"                
##  [6047] "HAGH"                   "FAHD1"                 
##  [6049] "MEIOB"                  "HS3ST6"                
##  [6051] "MSRB1"                  "RPL3L"                 
##  [6053] "NDUFB10"                "RPS2"                  
##  [6055] "SNORA10"                "SNORA64"               
##  [6057] "SNHG9"                  "SNORA78"               
##  [6059] "RNF151"                 "TBL3"                  
##  [6061] "NOXO1"                  "GFER"                  
##  [6063] "SYNGR3"                 "ZNF598"                
##  [6065] "NPW"                    "SLC9A3R2"              
##  [6067] "NTHL1"                  "TSC2"                  
##  [6069] "PKD1"                   "RAB26"                 
##  [6071] "SNORD60"                "TRAF7"                 
##  [6073] "CASKIN1"                "MLST8"                 
##  [6075] "BRICD5"                 "PGP"                   
##  [6077] "E4F1"                   "DNASE1L2"              
##  [6079] "ECI1"                   "RNPS1"                 
##  [6081] "MIR3677"                "MIR940"                
##  [6083] "ABCA3"                  "ABCA17P"               
##  [6085] "CCNF"                   "NTN3"                  
##  [6087] "TBC1D24"                "ATP6V0C"               
##  [6089] "AMDHD2"                 "CEMP1"                 
##  [6091] "PDPK1"                  "LOC652276"             
##  [6093] "FLJ42627"               "ERVK13-1"              
##  [6095] "KCTD5"                  "PRSS27"                
##  [6097] "SRRM2-AS1"              "SRRM2"                 
##  [6099] "PRSS33"                 "PRSS41"                
##  [6101] "PRSS21"                 "ZG16B"                 
##  [6103] "PRSS30P"                "PRSS22"                
##  [6105] "FLYWCH2"                "FLYWCH1"               
##  [6107] "KREMEN2"                "PAQR4"                 
##  [6109] "PKMYT1"                 "LINC00514"             
##  [6111] "CLDN9"                  "CLDN6"                 
##  [6113] "TNFRSF12A"              "HCFC1R1"               
##  [6115] "THOC6"                  "LOC100128770"          
##  [6117] "MMP25"                  "IL32"                  
##  [6119] "ZSCAN10"                "ZNF205-AS1"            
##  [6121] "ZNF205"                 "ZNF213"                
##  [6123] "OR1F1"                  "OR1F2P"                
##  [6125] "ZNF200"                 "MEFV"                  
##  [6127] "ZNF263"                 "TIGD7"                 
##  [6129] "ZNF75A"                 "MTRNR2L4"              
##  [6131] "ZSCAN32"                "ZNF174"                
##  [6133] "ZNF597"                 "NAA60"                 
##  [6135] "CLUAP1"                 "NLRC3"                 
##  [6137] "SLX4"                   "DNASE1"                
##  [6139] "TRAP1"                  "CREBBP"                
##  [6141] "ADCY9"                  "SRL"                   
##  [6143] "TFAP4"                  "GLIS2"                 
##  [6145] "PAM16"                  "CORO7"                 
##  [6147] "VASN"                   "DNAJA3"                
##  [6149] "NMRAL1"                 "HMOX2"                 
##  [6151] "CDIP1"                  "C16orf96"              
##  [6153] "UBALD1"                 "MGRN1"                 
##  [6155] "NUDT16L1"               "ANKS3"                 
##  [6157] "C16orf71"               "ZNF500"                
##  [6159] "SEPT12"                 "ROGDI"                 
##  [6161] "GLYR1"                  "UBN1"                  
##  [6163] "PPL"                    "SEC14L5"               
##  [6165] "NAGPA"                  "NAGPA-AS1"             
##  [6167] "C16orf89"               "ALG1"                  
##  [6169] "RBFOX1"                 "METTL22"               
##  [6171] "ABAT"                   "TMEM186"               
##  [6173] "PMM2"                   "CARHSP1"               
##  [6175] "USP7"                   "C16orf72"              
##  [6177] "GRIN2A"                 "ATF7IP2"               
##  [6179] "EMP2"                   "TEKT5"                 
##  [6181] "NUBP1"                  "TVP23A"                
##  [6183] "CIITA"                  "DEXI"                  
##  [6185] "CLEC16A"                "SOCS1"                 
##  [6187] "RMI2"                   "LITAF"                 
##  [6189] "SNN"                    "TXNDC11"               
##  [6191] "ZC3H7A"                 "RSL1D1"                
##  [6193] "GSPT1"                  "TNFRSF17"              
##  [6195] "SNX29"                  "CPPED1"                
##  [6197] "SHISA9"                 "ERCC4"                 
##  [6199] "MIR365A"                "PARN"                  
##  [6201] "BFAR"                   "PLA2G10"               
##  [6203] "ABCC6P2"                "NOMO1"                 
##  [6205] "PDXDC1"                 "NTAN1"                 
##  [6207] "RRN3"                   "MPV17L"                
##  [6209] "C16orf45"               "NDE1"                  
##  [6211] "MYH11"                  "FOPNL"                 
##  [6213] "ABCC1"                  "ABCC6"                 
##  [6215] "NOMO3"                  "PKD1P1"                
##  [6217] "XYLT1"                  "NOMO2"                 
##  [6219] "ABCC6P1"                "RPS15A"                
##  [6221] "ARL6IP1"                "SMG1"                  
##  [6223] "TMC7"                   "COQ7"                  
##  [6225] "ITPRIPL2"               "SYT17"                 
##  [6227] "CLEC19A"                "TMC5"                  
##  [6229] "GDE1"                   "CCP110"                
##  [6231] "IQCK"                   "GPRC5B"                
##  [6233] "ACSM5"                  "ACSM2A"                
##  [6235] "ACSM1"                  "THUMPD1"               
##  [6237] "ACSM3"                  "ERI2"                  
##  [6239] "DCUN1D3"                "LYRM1"                 
##  [6241] "DNAH3"                  "TMEM159"               
##  [6243] "ANKS4B"                 "CRYM"                  
##  [6245] "CRYM-AS1"               "SNX29P1"               
##  [6247] "SLC7A5P2"               "METTL9"                
##  [6249] "IGSF6"                  "OTOA"                  
##  [6251] "RRN3P1"                 "UQCRC2"                
##  [6253] "PDZD9"                  "VWA3A"                 
##  [6255] "EEF2K"                  "POLR3E"                
##  [6257] "CDR2"                   "RRN3P3"                
##  [6259] "SMG1P1"                 "HS3ST2"                
##  [6261] "USP31"                  "SCNN1G"                
##  [6263] "SCNN1B"                 "COG7"                  
##  [6265] "GGA2"                   "EARS2"                 
##  [6267] "UBFD1"                  "NDUFAB1"               
##  [6269] "PALB2"                  "DCTN5"                 
##  [6271] "PLK1"                   "ERN2"                  
##  [6273] "CHP2"                   "PRKCB"                 
##  [6275] "RBBP6"                  "TNRC6A"                
##  [6277] "SLC5A11"                "ARHGAP17"              
##  [6279] "LOC554206"              "LCMT1"                 
##  [6281] "AQP8"                   "ZKSCAN2"               
##  [6283] "KDM8"                   "NSMCE1"                
##  [6285] "FLJ21408"               "IL4R"                  
##  [6287] "IL21R"                  "IL21R-AS1"             
##  [6289] "GTF3C1"                 "KIAA0556"              
##  [6291] "GSG1L"                  "XPO6"                  
##  [6293] "SBK1"                   "CLN3"                  
##  [6295] "APOBR"                  "IL27"                  
##  [6297] "NUPR1"                  "SULT1A2"               
##  [6299] "SULT1A1"                "ATXN2L"                
##  [6301] "TUFM"                   "SH2B1"                 
##  [6303] "ATP2A1"                 "RABEP2"                
##  [6305] "CD19"                   "NFATC2IP"              
##  [6307] "MIR4517"                "SPNS1"                 
##  [6309] "LAT"                    "RRN3P2"                
##  [6311] "SNX29P2"                "SPN"                   
##  [6313] "QPRT"                   "C16orf54"              
##  [6315] "ZG16"                   "KIF22"                 
##  [6317] "MAZ"                    "PRRT2"                 
##  [6319] "PAGR1"                  "MVP"                   
##  [6321] "CDIPT"                  "SEZ6L2"                
##  [6323] "ASPHD1"                 "KCTD13"                
##  [6325] "TMEM219"                "TAOK2"                 
##  [6327] "HIRIP3"                 "INO80E"                
##  [6329] "DOC2A"                  "FAM57B"                
##  [6331] "ALDOA"                  "PPP4C"                 
##  [6333] "TBX6"                   "YPEL3"                 
##  [6335] "GDPD3"                  "MAPK3"                 
##  [6337] "CORO1A"                 "CD2BP2"                
##  [6339] "TBC1D10B"               "MYLPF"                 
##  [6341] "SEPT1"                  "ZNF48"                 
##  [6343] "ZNF771"                 "DCTPP1"                
##  [6345] "SEPHS2"                 "ITGAL"                 
##  [6347] "ZNF768"                 "ZNF747"                
##  [6349] "ZNF764"                 "ZNF688"                
##  [6351] "ZNF785"                 "ZNF689"                
##  [6353] "PRR14"                  "FBRS"                  
##  [6355] "LOC730183"              "SRCAP"                 
##  [6357] "PHKG2"                  "RNF40"                 
##  [6359] "ZNF629"                 "MIR4519"               
##  [6361] "BCL7C"                  "MIR762"                
##  [6363] "CTF1"                   "FBXL19-AS1"            
##  [6365] "FBXL19"                 "ORAI3"                 
##  [6367] "SETD1A"                 "HSD3B7"                
##  [6369] "STX1B"                  "STX4"                  
##  [6371] "ZNF668"                 "ZNF646"                
##  [6373] "PRSS53"                 "VKORC1"                
##  [6375] "BCKDK"                  "KAT8"                  
##  [6377] "PRSS8"                  "PRSS36"                
##  [6379] "FUS"                    "PYCARD"                
##  [6381] "TRIM72"                 "ITGAM"                 
##  [6383] "ITGAX"                  "ITGAD"                 
##  [6385] "ZNF843"                 "ARMC5"                 
##  [6387] "TGFB1I1"                "SLC5A2"                
##  [6389] "C16orf58"               "AHSP"                  
##  [6391] "CLUHP3"                 "ZNF720"                
##  [6393] "ZNF267"                 "HERC2P4"               
##  [6395] "TP53TG3D"               "UBE2MP1"               
##  [6397] "ANKRD26P1"              "SHCBP1"                
##  [6399] "VPS35"                  "ORC6"                  
##  [6401] "MYLK3"                  "C16orf87"              
##  [6403] "GPT2"                   "DNAJA2"                
##  [6405] "NETO2"                  "ITFG1"                 
##  [6407] "PHKB"                   "ABCC12"                
##  [6409] "ABCC11"                 "LONP2"                 
##  [6411] "SIAH1"                  "N4BP1"                 
##  [6413] "CBLN1"                  "ZNF423"                
##  [6415] "CNEP1R1"                "HEATR3"                
##  [6417] "ADCY7"                  "BRD7"                  
##  [6419] "NKD1"                   "SNX20"                 
##  [6421] "NOD2"                   "CYLD"                  
##  [6423] "SALL1"                  "TOX3"                  
##  [6425] "CHD9"                   "LOC643802"             
##  [6427] "RBL2"                   "AKTIP"                 
##  [6429] "RPGRIP1L"               "FTO"                   
##  [6431] "IRX3"                   "CRNDE"                 
##  [6433] "IRX5"                   "IRX6"                  
##  [6435] "MMP2"                   "LPCAT2"                
##  [6437] "CAPNS2"                 "SLC6A2"                
##  [6439] "CES1P2"                 "CES1P1"                
##  [6441] "CES1"                   "LOC283856"             
##  [6443] "GNAO1"                  "AMFR"                  
##  [6445] "NUDT21"                 "OGFOD1"                
##  [6447] "BBS2"                   "MT3"                   
##  [6449] "MT2A"                   "MT1L"                  
##  [6451] "MT1E"                   "MT1M"                  
##  [6453] "MT1JP"                  "MT1A"                  
##  [6455] "MT1DP"                  "MT1F"                  
##  [6457] "MT1G"                   "MT1H"                  
##  [6459] "MT1X"                   "NUP93"                 
##  [6461] "SLC12A3"                "HERPUD1"               
##  [6463] "CETP"                   "NLRC5"                 
##  [6465] "CPNE2"                  "FAM192A"               
##  [6467] "RSPRY1"                 "ARL2BP"                
##  [6469] "PLLP"                   "CCL22"                 
##  [6471] "CX3CL1"                 "CCL17"                 
##  [6473] "CIAPIN1"                "COQ9"                  
##  [6475] "POLR2C"                 "DOK4"                  
##  [6477] "CCDC102A"               "KATNB1"                
##  [6479] "KIFC3"                  "CNGB1"                 
##  [6481] "TEPP"                   "ZNF319"                
##  [6483] "USB1"                   "MMP15"                 
##  [6485] "CSNK2A2"                "CCDC113"               
##  [6487] "PRSS54"                 "GINS3"                 
##  [6489] "NDRG4"                  "SETD6"                 
##  [6491] "CNOT1"                  "SNORA46"               
##  [6493] "SLC38A7"                "GOT2"                  
##  [6495] "CDH8"                   "CDH11"                 
##  [6497] "CDH5"                   "BEAN1"                 
##  [6499] "TK2"                    "CKLF"                  
##  [6501] "CMTM1"                  "CMTM2"                 
##  [6503] "CMTM3"                  "CMTM4"                 
##  [6505] "DYNC1LI2"               "NAE1"                  
##  [6507] "CA7"                    "PDP2"                  
##  [6509] "CDH16"                  "RRAD"                  
##  [6511] "CES2"                   "CES3"                  
##  [6513] "CES4A"                  "CBFB"                  
##  [6515] "C16orf70"               "B3GNT9"                
##  [6517] "TRADD"                  "FBXL8"                 
##  [6519] "HSF4"                   "NOL3"                  
##  [6521] "KIAA0895L"              "EXOC3L1"               
##  [6523] "E2F4"                   "ELMO3"                 
##  [6525] "LRRC29"                 "TMEM208"               
##  [6527] "FHOD1"                  "SLC9A5"                
##  [6529] "PLEKHG4"                "KCTD19"                
##  [6531] "LRRC36"                 "TPPP3"                 
##  [6533] "ZDHHC1"                 "HSD11B2"               
##  [6535] "ATP6V0D1"               "AGRP"                  
##  [6537] "CTCF"                   "ACD"                   
##  [6539] "PARD6A"                 "ENKD1"                 
##  [6541] "C16orf86"               "GFOD2"                 
##  [6543] "RANBP10"                "TSNAXIP1"              
##  [6545] "CENPT"                  "THAP11"                
##  [6547] "NUTF2"                  "EDC4"                  
##  [6549] "NRN1L"                  "PSKH1"                 
##  [6551] "CTRL"                   "PSMB10"                
##  [6553] "LCAT"                   "SLC12A4"               
##  [6555] "DPEP3"                  "DPEP2"                 
##  [6557] "DDX28"                  "NFATC3"                
##  [6559] "ESRP2"                  "PLA2G15"               
##  [6561] "SLC7A6"                 "SLC7A6OS"              
##  [6563] "PRMT7"                  "SMPD3"                 
##  [6565] "ZFP90"                  "CDH3"                  
##  [6567] "CDH1"                   "TANGO6"                
##  [6569] "HAS3"                   "CHTF8"                 
##  [6571] "SNTB2"                  "VPS4A"                 
##  [6573] "COG8"                   "PDF"                   
##  [6575] "NIP7"                   "TMED6"                 
##  [6577] "TERF2"                  "CYB5B"                 
##  [6579] "MIR1538"                "NFAT5"                 
##  [6581] "NQO1"                   "NOB1"                  
##  [6583] "WWP2"                   "CLEC18A"               
##  [6585] "PDPR"                   "CLEC18C"               
##  [6587] "EXOSC6"                 "AARS"                  
##  [6589] "DDX19B"                 "LOC100506083"          
##  [6591] "DDX19A"                 "ST3GAL2"               
##  [6593] "FUK"                    "COG4"                  
##  [6595] "SF3B3"                  "SNORD111"              
##  [6597] "IL34"                   "MTSS1L"                
##  [6599] "VAC14"                  "HYDIN"                 
##  [6601] "CALB2"                  "ZNF23"                 
##  [6603] "ZNF19"                  "CHST4"                 
##  [6605] "TAT"                    "MARVELD3"              
##  [6607] "PHLPP2"                 "AP1G1"                 
##  [6609] "SNORD71"                "ATXN1L"                
##  [6611] "ZNF821"                 "IST1"                  
##  [6613] "PKD1L3"                 "DHODH"                 
##  [6615] "HP"                     "HPR"                   
##  [6617] "TXNL4B"                 "DHX38"                 
##  [6619] "PMFBP1"                 "ZFHX3"                 
##  [6621] "PSMD7"                  "LOC283922"             
##  [6623] "CLEC18B"                "GLG1"                  
##  [6625] "RFWD3"                  "MLKL"                  
##  [6627] "FA2H"                   "WDR59"                 
##  [6629] "ZNRF1"                  "LDHD"                  
##  [6631] "ZFP1"                   "CTRB2"                 
##  [6633] "BCAR1"                  "CFDP1"                 
##  [6635] "TMEM170A"               "CHST6"                 
##  [6637] "CHST5"                  "TMEM231"               
##  [6639] "GABARAPL2"              "ADAT1"                 
##  [6641] "KARS"                   "TERF2IP"               
##  [6643] "CNTNAP4"                "MON1B"                 
##  [6645] "SYCE1L"                 "ADAMTS18"              
##  [6647] "NUDT7"                  "VAT1L"                 
##  [6649] "WWOX"                   "MAF"                   
##  [6651] "DYNLRB2"                "CDYL2"                 
##  [6653] "CMC2"                   "CENPN"                 
##  [6655] "ATMIN"                  "C16orf46"              
##  [6657] "GCSH"                   "PKD1L2"                
##  [6659] "GAN"                    "MIR4720"               
##  [6661] "CMIP"                   "LOC100129617"          
##  [6663] "PLCG2"                  "SDR42E1"               
##  [6665] "HSD17B2"                "MPHOSPH6"              
##  [6667] "CDH13"                  "HSBP1"                 
##  [6669] "MLYCD"                  "OSGIN1"                
##  [6671] "NECAB2"                 "SLC38A8"               
##  [6673] "MBTPS1"                 "HSDL1"                 
##  [6675] "DNAAF1"                 "TAF1C"                 
##  [6677] "ADAD2"                  "WFDC1"                 
##  [6679] "ATP2C2"                 "COTL1"                 
##  [6681] "KLHL36"                 "USP10"                 
##  [6683] "CRISPLD2"               "ZDHHC7"                
##  [6685] "KIAA0513"               "FAM92B"                
##  [6687] "LINC00311"              "GSE1"                  
##  [6689] "GINS2"                  "C16orf74"              
##  [6691] "EMC8"                   "COX4I1"                
##  [6693] "IRF8"                   "FENDRR"                
##  [6695] "FOXF1"                  "MTHFSD"                
##  [6697] "FLJ30679"               "FOXC2"                 
##  [6699] "FOXL1"                  "C16orf95"              
##  [6701] "FBXO31"                 "MAP1LC3B"              
##  [6703] "ZCCHC14"                "JPH3"                  
##  [6705] "KLHDC4"                 "SLC7A5"                
##  [6707] "BANP"                   "ZNF469"                
##  [6709] "ZFPM1"                  "ZC3H18"                
##  [6711] "IL17C"                  "CYBA"                  
##  [6713] "MVD"                    "SNAI3-AS1"             
##  [6715] "SNAI3"                  "RNF166"                
##  [6717] "CTU2"                   "PIEZO1"                
##  [6719] "CDT1"                   "APRT"                  
##  [6721] "GALNS"                  "TRAPPC2L"              
##  [6723] "PABPN1L"                "CBFA2T3"               
##  [6725] "ACSF3"                  "LINC00304"             
##  [6727] "CDH15"                  "SLC22A31"              
##  [6729] "ZNF778"                 "ANKRD11"               
##  [6731] "LOC100287036"           "SPG7"                  
##  [6733] "RPL13"                  "SNORD68"               
##  [6735] "CPNE7"                  "DPEP1"                 
##  [6737] "CHMP1A"                 "CDK10"                 
##  [6739] "SPATA2L"                "VPS9D1"                
##  [6741] "ZNF276"                 "FANCA"                 
##  [6743] "SPIRE2"                 "TCF25"                 
##  [6745] "MC1R"                   "TUBB3"                 
##  [6747] "DEF8"                   "CENPBD1"               
##  [6749] "AFG3L1P"                "DBNDD1"                
##  [6751] "GAS8"                   "PRDM7"                 
##  [6753] "DOC2B"                  "RPH3AL"                
##  [6755] "LOC100506388"           "C17orf97"              
##  [6757] "VPS53"                  "FAM57A"                
##  [6759] "GEMIN4"                 "DBIL5P"                
##  [6761] "GLOD4"                  "NXN"                   
##  [6763] "TIMM22"                 "ABR"                   
##  [6765] "YWHAE"                  "CRK"                   
##  [6767] "MYO1C"                  "INPP5K"                
##  [6769] "PITPNA-AS1"             "PITPNA"                
##  [6771] "SLC43A2"                "SCARF1"                
##  [6773] "RILP"                   "PRPF8"                 
##  [6775] "TLCD2"                  "MIR22HG"               
##  [6777] "WDR81"                  "SERPINF2"              
##  [6779] "SERPINF1"               "SMYD4"                 
##  [6781] "RPA1"                   "RTN4RL1"               
##  [6783] "DPH1"                   "OVCA2"                 
##  [6785] "MIR132"                 "HIC1"                  
##  [6787] "SMG6"                   "SRR"                   
##  [6789] "TSR1"                   "SNORD91B"              
##  [6791] "SNORD91A"               "SGSM2"                 
##  [6793] "MNT"                    "LOC284009"             
##  [6795] "METTL16"                "PAFAH1B1"              
##  [6797] "CLUH"                   "RAP1GAP2"              
##  [6799] "ASPA"                   "TRPV3"                 
##  [6801] "TRPV1"                  "SHPK"                  
##  [6803] "CTNS"                   "TAX1BP3"               
##  [6805] "P2RX5-TAX1BP3"          "EMC6"                  
##  [6807] "P2RX5"                  "ITGAE"                 
##  [6809] "CAMKK1"                 "P2RX1"                 
##  [6811] "ATP2A3"                 "ZZEF1"                 
##  [6813] "CYB5D2"                 "ANKFY1"                
##  [6815] "UBE2G1"                 "SPNS3"                 
##  [6817] "SPNS2"                  "MYBBP1A"               
##  [6819] "GGT6"                   "SMTNL2"                
##  [6821] "ALOX15"                 "PELP1"                 
##  [6823] "ARRB2"                  "MED11"                 
##  [6825] "CXCL16"                 "ZMYND15"               
##  [6827] "TM4SF5"                 "VMO1"                  
##  [6829] "GLTPD2"                 "PSMB6"                 
##  [6831] "PLD2"                   "MINK1"                 
##  [6833] "CHRNE"                  "C17orf107"             
##  [6835] "GP1BA"                  "SLC25A11"              
##  [6837] "RNF167"                 "PFN1"                  
##  [6839] "ENO3"                   "SPAG7"                 
##  [6841] "CAMTA2"                 "INCA1"                 
##  [6843] "KIF1C"                  "SLC52A1"               
##  [6845] "ZFP3"                   "ZNF232"                
##  [6847] "USP6"                   "ZNF594"                
##  [6849] "LOC100130950"           "SCIMP"                 
##  [6851] "RABEP1"                 "NUP88"                 
##  [6853] "RPAIN"                  "C1QBP"                 
##  [6855] "DHX33"                  "DERL2"                 
##  [6857] "MIS12"                  "LOC728392"             
##  [6859] "NLRP1"                  "LOC339166"             
##  [6861] "WSCD1"                  "AIPL1"                 
##  [6863] "PITPNM3"                "KIAA0753"              
##  [6865] "TXNDC17"                "MED31"                 
##  [6867] "C17orf100"              "ALOX15P1"              
##  [6869] "SLC13A5"                "XAF1"                  
##  [6871] "FBXO39"                 "TEKT1"                 
##  [6873] "ALOX12P2"               "ALOX12"                
##  [6875] "RNASEK-C17orf49"        "RNASEK"                
##  [6877] "MIR497HG"               "BCL6B"                 
##  [6879] "SLC16A13"               "SLC16A11"              
##  [6881] "CLEC10A"                "ASGR2"                 
##  [6883] "ASGR1"                  "DLG4"                  
##  [6885] "ACADVL"                 "MIR324"                
##  [6887] "DVL2"                   "PHF23"                 
##  [6889] "GABARAP"                "CTDNEP1"               
##  [6891] "ELP5"                   "CLDN7"                 
##  [6893] "SLC2A4"                 "YBX2"                  
##  [6895] "EIF5A"                  "GPS2"                  
##  [6897] "NEURL4"                 "ACAP1"                 
##  [6899] "KCTD11"                 "TMEM95"                
##  [6901] "TNK1"                   "PLSCR3"                
##  [6903] "TMEM256"                "NLGN2"                 
##  [6905] "SPEM1"                  "TMEM102"               
##  [6907] "FGF11"                  "CHRNB1"                
##  [6909] "ZBTB4"                  "SLC35G6"               
##  [6911] "POLR2A"                 "TNFSF12"               
##  [6913] "TNFSF13"                "SENP3"                 
##  [6915] "SENP3-EIF4A1"           "SNORA48"               
##  [6917] "SNORD10"                "SNORA67"               
##  [6919] "CD68"                   "MPDU1"                 
##  [6921] "SOX15"                  "FXR2"                  
##  [6923] "SHBG"                   "SAT2"                  
##  [6925] "ATP1B2"                 "TP53"                  
##  [6927] "WRAP53"                 "EFNB3"                 
##  [6929] "DNAH2"                  "KDM6B"                 
##  [6931] "TMEM88"                 "CYB5D1"                
##  [6933] "CHD3"                   "SCARNA21"              
##  [6935] "KCNAB3"                 "TRAPPC1"               
##  [6937] "CNTROB"                 "GUCY2D"                
##  [6939] "ALOX15B"                "ALOX12B"               
##  [6941] "ALOXE3"                 "HES7"                  
##  [6943] "PER1"                   "VAMP2"                 
##  [6945] "TMEM107"                "MIR4521"               
##  [6947] "AURKB"                  "LINC00324"             
##  [6949] "CTC1"                   "PFAS"                  
##  [6951] "SLC25A35"               "RANGRF"                
##  [6953] "ARHGEF15"               "LOC100128288"          
##  [6955] "KRBA2"                  "RPL26"                 
##  [6957] "RNF222"                 "NDEL1"                 
##  [6959] "MYH10"                  "CCDC42"                
##  [6961] "MFSD6L"                 "PIK3R6"                
##  [6963] "PIK3R5"                 "NTN1"                  
##  [6965] "STX8"                   "USP43"                 
##  [6967] "DHRS7C"                 "GLP2R"                 
##  [6969] "RCVRN"                  "GAS7"                  
##  [6971] "MYH13"                  "MYH3"                  
##  [6973] "SCO1"                   "ADPRM"                 
##  [6975] "TMEM220"                "TMEM220-AS1"           
##  [6977] "DNAH9"                  "ZNF18"                 
##  [6979] "MAP2K4"                 "LINC00670"             
##  [6981] "MYOCD"                  "ARHGAP44"              
##  [6983] "ELAC2"                  "HS3ST3A1"              
##  [6985] "CDRT15P1"               "COX10-AS1"             
##  [6987] "COX10"                  "CDRT15"                
##  [6989] "HS3ST3B1"               "MGC12916"              
##  [6991] "CDRT7"                  "PMP22"                 
##  [6993] "TEKT3"                  "CDRT4"                 
##  [6995] "TVP23C"                 "CDRT1"                 
##  [6997] "TRIM16"                 "ZNF286A"               
##  [6999] "TBC1D26"                "MEIS3P1"               
##  [7001] "ADORA2B"                "ZSWIM7"                
##  [7003] "TTC19"                  "NCOR1"                 
##  [7005] "PIGL"                   "CENPV"                 
##  [7007] "UBB"                    "TRPV2"                 
##  [7009] "SNORD49A"               "SNORD65"               
##  [7011] "ZNF287"                 "ZNF624"                
##  [7013] "CCDC144A"               "USP32P1"               
##  [7015] "FAM106CP"               "KRT16P2"               
##  [7017] "TNFRSF13B"              "MPRIP"                 
##  [7019] "PLD6"                   "FLCN"                  
##  [7021] "COPS3"                  "NT5M"                  
##  [7023] "MED9"                   "RASD1"                 
##  [7025] "PEMT"                   "RAI1"                  
##  [7027] "SMCR5"                  "SREBF1"                
##  [7029] "MIR33B"                 "TOM1L2"                
##  [7031] "ATPAF2"                 "GID4"                  
##  [7033] "DRG2"                   "MYO15A"                
##  [7035] "ALKBH5"                 "LLGL1"                 
##  [7037] "FLII"                   "TOP3A"                 
##  [7039] "SMCR8"                  "SHMT1"                 
##  [7041] "EVPLL"                  "KRT16P1"               
##  [7043] "LGALS9C"                "USP32P2"               
##  [7045] "FAM106A"                "CCDC144B"              
##  [7047] "ZNF286B"                "FOXO3B"                
##  [7049] "TRIM16L"                "FBXW10"                
##  [7051] "TVP23B"                 "PRPSAP2"               
##  [7053] "SLC5A10"                "FAM83G"                
##  [7055] "GRAP"                   "EPN2"                  
##  [7057] "EPN2-IT1"               "EPN2-AS1"              
##  [7059] "B9D1"                   "MIR1180"               
##  [7061] "MAPK7"                  "MFAP4"                 
##  [7063] "RNF112"                 "SLC47A1"               
##  [7065] "ALDH3A2"                "SLC47A2"               
##  [7067] "ALDH3A1"                "ULK2"                  
##  [7069] "AKAP10"                 "SPECC1"                
##  [7071] "LGALS9B"                "KRT16P3"               
##  [7073] "CCDC144NL"              "USP22"                 
##  [7075] "DHRS7B"                 "TMEM11"                
##  [7077] "MAP2K3"                 "KCNJ12"                
##  [7079] "C17orf51"               "MTRNR2L1"              
##  [7081] "WSB1"                   "KSR1"                  
##  [7083] "LGALS9"                 "NOS2"                  
##  [7085] "LYRM9"                  "NLK"                   
##  [7087] "PYY2"                   "KRT18P55"              
##  [7089] "TMEM97"                 "IFT20"                 
##  [7091] "TNFAIP1"                "POLDIP2"               
##  [7093] "TMEM199"                "SEBOX"                 
##  [7095] "VTN"                    "SARM1"                 
##  [7097] "SLC46A1"                "SLC13A2"               
##  [7099] "FOXN1"                  "UNC119"                
##  [7101] "PIGS"                   "ALDOC"                 
##  [7103] "SPAG5"                  "SPAG5-AS1"             
##  [7105] "SGK494"                 "KIAA0100"              
##  [7107] "SDF2"                   "SUPT6H"                
##  [7109] "PROCA1"                 "RAB34"                 
##  [7111] "RPL23A"                 "SNORD42B"              
##  [7113] "SNORD4A"                "SNORD42A"              
##  [7115] "SNORD4B"                "TLCD1"                 
##  [7117] "NEK8"                   "TRAF4"                 
##  [7119] "FAM222B"                "ERAL1"                 
##  [7121] "FLOT2"                  "DHRS13"                
##  [7123] "PHF12"                  "SEZ6"                  
##  [7125] "PIPOX"                  "MYO18A"                
##  [7127] "TIAF1"                  "CRYBA1"                
##  [7129] "NUFIP2"                 "MIR4523"               
##  [7131] "TAOK1"                  "ABHD15"                
##  [7133] "TP53I13"                "GIT1"                  
##  [7135] "ANKRD13B"               "CORO6"                 
##  [7137] "SSH2"                   "EFCAB5"                
##  [7139] "NSRP1"                  "MIR423"                
##  [7141] "SLC6A4"                 "BLMH"                  
##  [7143] "TMIGD1"                 "CPD"                   
##  [7145] "GOSR1"                  "TBC1D29"               
##  [7147] "SH3GL1P2"               "SUZ12P1"               
##  [7149] "CRLF3"                  "ATAD5"                 
##  [7151] "TEFM"                   "ADAP2"                 
##  [7153] "RNF135"                 "DPRXP4"                
##  [7155] "MIR4733"                "NF1"                   
##  [7157] "OMG"                    "EVI2B"                 
##  [7159] "EVI2A"                  "RAB11FIP4"             
##  [7161] "MIR193A"                "COPRS"                 
##  [7163] "UTP6"                   "SUZ12"                 
##  [7165] "LRRC37B"                "SH3GL1P1"              
##  [7167] "RHOT1"                  "ARGFXP2"               
##  [7169] "RHBDL3"                 "C17orf75"              
##  [7171] "ZNF207"                 "PSMD11"                
##  [7173] "CDK5R1"                 "MYO1D"                 
##  [7175] "TMEM98"                 "SPACA3"                
##  [7177] "ASIC2"                  "CCL2"                  
##  [7179] "CCL7"                   "CCL11"                 
##  [7181] "CCL8"                   "CCL13"                 
##  [7183] "TMEM132E"               "CCT6B"                 
##  [7185] "ZNF830"                 "LIG3"                  
##  [7187] "RFFL"                   "RAD51D"                
##  [7189] "FNDC8"                  "NLE1"                  
##  [7191] "UNC45B"                 "SLC35G3"               
##  [7193] "SLFN5"                  "SLFN11"                
##  [7195] "SLFN12"                 "SLFN13"                
##  [7197] "SLFN12L"                "SLFN14"                
##  [7199] "SNORD7"                 "PEX12"                 
##  [7201] "AP2B1"                  "RASL10B"               
##  [7203] "GAS2L2"                 "C17orf50"              
##  [7205] "MMP28"                  "TAF15"                 
##  [7207] "CCL5"                   "RDM1"                  
##  [7209] "CCL23"                  "CCL18"                 
##  [7211] "CCL3"                   "CCL4"                  
##  [7213] "TBC1D3G"                "ZNHIT3"                
##  [7215] "MYO19"                  "PIGW"                  
##  [7217] "GGNBP2"                 "DHRS11"                
##  [7219] "MRM1"                   "LHX1"                  
##  [7221] "AATF"                   "ACACA"                 
##  [7223] "C17orf78"               "TADA2A"                
##  [7225] "DUSP14"                 "SYNRG"                 
##  [7227] "DDX52"                  "HNF1B"                 
##  [7229] "LOC440434"              "MRPL45"                
##  [7231] "GPR179"                 "SOCS7"                 
##  [7233] "ARHGAP23"               "SRCIN1"                
##  [7235] "MIR4734"                "MLLT6"                 
##  [7237] "CISD3"                  "PCGF2"                 
##  [7239] "PSMB3"                  "PIP4K2B"               
##  [7241] "CWC25"                  "RPL23"                 
##  [7243] "SNORA21"                "LASP1"                 
##  [7245] "LINC00672"              "FBXO47"                
##  [7247] "LRRC37A11P"             "PLXDC1"                
##  [7249] "CACNB1"                 "RPL19"                 
##  [7251] "STAC2"                  "FBXL20"                
##  [7253] "MED1"                   "CDK12"                 
##  [7255] "NEUROD2"                "PPP1R1B"               
##  [7257] "STARD3"                 "TCAP"                  
##  [7259] "PNMT"                   "PGAP3"                 
##  [7261] "ERBB2"                  "MIR4728"               
##  [7263] "MIEN1"                  "GRB7"                  
##  [7265] "IKZF3"                  "GSDMB"                 
##  [7267] "ORMDL3"                 "LRRC3C"                
##  [7269] "GSDMA"                  "PSMD3"                 
##  [7271] "CSF3"                   "MED24"                 
##  [7273] "SNORD124"               "THRA"                  
##  [7275] "NR1D1"                  "MSL1"                  
##  [7277] "CASC3"                  "RAPGEFL1"              
##  [7279] "WIPF2"                  "CDC6"                  
##  [7281] "RARA"                   "GJD3"                  
##  [7283] "TOP2A"                  "IGFBP4"                
##  [7285] "TNS4"                   "CCR7"                  
##  [7287] "SMARCE1"                "KRT222"                
##  [7289] "KRT24"                  "KRT27"                 
##  [7291] "KRT10"                  "TMEM99"                
##  [7293] "KRT12"                  "KRT20"                 
##  [7295] "KRT23"                  "KRT39"                 
##  [7297] "KRT40"                  "KRTAP3-2"              
##  [7299] "KRTAP3-1"               "KRTAP1-1"              
##  [7301] "KRTAP2-3"               "KRTAP4-4"              
##  [7303] "KRTAP4-1"               "KRT33B"                
##  [7305] "KRT34"                  "KRT31"                 
##  [7307] "LOC100505782"           "KRT32"                 
##  [7309] "KRT13"                  "KRT15"                 
##  [7311] "KRT19"                  "KRT9"                  
##  [7313] "KRT14"                  "KRT16"                 
##  [7315] "KRT17"                  "KRT42P"                
##  [7317] "EIF1"                   "GAST"                  
##  [7319] "HAP1"                   "JUP"                   
##  [7321] "FKBP10"                 "NT5C3B"                
##  [7323] "KLHL10"                 "KLHL11"                
##  [7325] "ACLY"                   "TTC25"                 
##  [7327] "CNP"                    "DNAJC7"                
##  [7329] "NKIRAS2"                "ZNF385C"               
##  [7331] "DHX58"                  "KAT2A"                 
##  [7333] "HSPB9"                  "RAB5C"                 
##  [7335] "KCNH4"                  "HCRT"                  
##  [7337] "GHDC"                   "STAT5B"                
##  [7339] "STAT5A"                 "STAT3"                 
##  [7341] "ATP6V0A1"               "MIR5010"               
##  [7343] "NAGLU"                  "HSD17B1"               
##  [7345] "COASY"                  "MLX"                   
##  [7347] "PSMC3IP"                "TUBG1"                 
##  [7349] "TUBG2"                  "PLEKHH3"               
##  [7351] "CCR10"                  "CNTNAP1"               
##  [7353] "EZH1"                   "RAMP2-AS1"             
##  [7355] "RAMP2"                  "VPS25"                 
##  [7357] "WNK4"                   "COA3"                  
##  [7359] "CNTD1"                  "BECN1"                 
##  [7361] "PSME3"                  "AOC2"                  
##  [7363] "AOC3"                   "LINC00671"             
##  [7365] "G6PC"                   "PTGES3L-AARSD1"        
##  [7367] "AARSD1"                 "PTGES3L"               
##  [7369] "RUNDC1"                 "RPL27"                 
##  [7371] "IFI35"                  "VAT1"                  
##  [7373] "RND2"                   "BRCA1"                 
##  [7375] "NBR2"                   "NBR1"                  
##  [7377] "TMEM106A"               "ARL4D"                 
##  [7379] "MIR2117"                "DHX8"                  
##  [7381] "ETV4"                   "MEOX1"                 
##  [7383] "SOST"                   "DUSP3"                 
##  [7385] "MPP3"                   "CD300LG"               
##  [7387] "MPP2"                   "PPY"                   
##  [7389] "PYY"                    "NAGS"                  
##  [7391] "TMEM101"                "LSM12"                 
##  [7393] "G6PC3"                  "HDAC5"                 
##  [7395] "C17orf53"               "ASB16"                 
##  [7397] "ASB16-AS1"              "TMUB2"                 
##  [7399] "ATXN7L3"                "UBTF"                  
##  [7401] "SLC4A1"                 "RUNDC3A"               
##  [7403] "SLC25A39"               "GRN"                   
##  [7405] "FAM171A2"               "ITGA2B"                
##  [7407] "GPATCH8"                "FZD2"                  
##  [7409] "CCDC43"                 "DBF4B"                 
##  [7411] "ADAM11"                 "GJC1"                  
##  [7413] "HIGD1B"                 "EFTUD2"                
##  [7415] "CCDC103"                "GFAP"                  
##  [7417] "KIF18B"                 "C1QL1"                 
##  [7419] "DCAKD"                  "NMT1"                  
##  [7421] "PLCD3"                  "ACBD4"                 
##  [7423] "HEXIM1"                 "HEXIM2"                
##  [7425] "FMNL1"                  "MAP3K14-AS1"           
##  [7427] "SPATA32"                "MAP3K14"               
##  [7429] "ARHGAP27"               "PLEKHM1"               
##  [7431] "LRRC37A4P"              "CRHR1"                 
##  [7433] "MAPT"                   "KANSL1"                
##  [7435] "KANSL1-AS1"             "LRRC37A"               
##  [7437] "ARL17A"                 "LRRC37A2"              
##  [7439] "NSF"                    "WNT3"                  
##  [7441] "WNT9B"                  "GOSR2"                 
##  [7443] "RPRML"                  "CDC27"                 
##  [7445] "MYL4"                   "ITGB3"                 
##  [7447] "EFCAB13"                "MRPL45P2"              
##  [7449] "NPEPPS"                 "KPNB1"                 
##  [7451] "TBKBP1"                 "TBX21"                 
##  [7453] "OSBPL7"                 "MRPL10"                
##  [7455] "LRRC46"                 "SCRN2"                 
##  [7457] "SP6"                    "SP2"                   
##  [7459] "PNPO"                   "PRR15L"                
##  [7461] "CDK5RAP3"               "COPZ2"                 
##  [7463] "NFE2L1"                 "CBX1"                  
##  [7465] "SNX11"                  "SKAP1"                 
##  [7467] "HOXB2"                  "HOXB3"                 
##  [7469] "HOXB4"                  "HOXB-AS3"              
##  [7471] "HOXB5"                  "HOXB6"                 
##  [7473] "HOXB7"                  "HOXB8"                 
##  [7475] "HOXB9"                  "MIR196A1"              
##  [7477] "HOXB13"                 "TTLL6"                 
##  [7479] "CALCOCO2"               "UBE2Z"                 
##  [7481] "SNF8"                   "GIP"                   
##  [7483] "IGF2BP1"                "B4GALNT2"              
##  [7485] "GNGT2"                  "ABI3"                  
##  [7487] "PHOSPHO1"               "ZNF652"                
##  [7489] "PHB"                    "NGFR"                  
##  [7491] "NXPH3"                  "SPOP"                  
##  [7493] "SLC35B1"                "FAM117A"               
##  [7495] "KAT7"                   "TAC4"                  
##  [7497] "FLJ45513"               "DLX4"                  
##  [7499] "DLX3"                   "ITGA3"                 
##  [7501] "PDK2"                   "SAMD14"                
##  [7503] "PPP1R9B"                "SGCA"                  
##  [7505] "HILS1"                  "COL1A1"                
##  [7507] "TMEM92"                 "XYLT2"                 
##  [7509] "MRPL27"                 "EME1"                  
##  [7511] "LRRC59"                 "ACSF2"                 
##  [7513] "CHAD"                   "RSAD1"                 
##  [7515] "MYCBPAP"                "EPN3"                  
##  [7517] "SPATA20"                "CACNA1G-AS1"           
##  [7519] "CACNA1G"                "ABCC3"                 
##  [7521] "ANKRD40"                "LUC7L3"                
##  [7523] "WFIKKN2"                "TOB1"                  
##  [7525] "TOB1-AS1"               "SPAG9"                 
##  [7527] "NME1"                   "NME2"                  
##  [7529] "MBTD1"                  "UTP18"                 
##  [7531] "TOM1L1"                 "COX11"                 
##  [7533] "STXBP4"                 "HLF"                   
##  [7535] "MMD"                    "TMEM100"               
##  [7537] "PCTP"                   "ANKFN1"                
##  [7539] "NOG"                    "C17orf67"              
##  [7541] "DGKE"                   "MTVR2"                 
##  [7543] "TRIM25"                 "COIL"                  
##  [7545] "SCPEP1"                 "AKAP1"                 
##  [7547] "MSI2"                   "MRPS23"                
##  [7549] "CUEDC1"                 "VEZF1"                 
##  [7551] "SRSF1"                  "DYNLL2"                
##  [7553] "MSX2P1"                 "EPX"                   
##  [7555] "MKS1"                   "MPO"                   
##  [7557] "MIR142"                 "SUPT4H1"               
##  [7559] "RNF43"                  "MTMR4"                 
##  [7561] "SEPT4"                  "C17orf47"              
##  [7563] "TEX14"                  "RAD51C"                
##  [7565] "PPM1E"                  "TRIM37"                
##  [7567] "SKA2"                   "PRR11"                 
##  [7569] "SMG8"                   "GDPD1"                 
##  [7571] "YPEL2"                  "DHX40"                 
##  [7573] "CLTC"                   "PTRH2"                 
##  [7575] "VMP1"                   "MIR21"                 
##  [7577] "TUBD1"                  "RPS6KB1"               
##  [7579] "RNFT1"                  "TBC1D3P1-DHX40P1"      
##  [7581] "MIR4737"                "HEATR6"                
##  [7583] "LOC653653"              "CA4"                   
##  [7585] "USP32"                  "C17orf64"              
##  [7587] "APPBP2"                 "PPM1D"                 
##  [7589] "BCAS3"                  "TBX2"                  
##  [7591] "C17orf82"               "TBX4"                  
##  [7593] "NACA2"                  "BRIP1"                 
##  [7595] "INTS2"                  "MED13"                 
##  [7597] "EFCAB3"                 "METTL2A"               
##  [7599] "TLK2"                   "MRC2"                  
##  [7601] "MARCH10"                "TANC2"                 
##  [7603] "CYB561"                 "ACE"                   
##  [7605] "KCNH6"                  "DCAF7"                 
##  [7607] "TACO1"                  "MAP3K3"                
##  [7609] "LIMD2"                  "LOC729683"             
##  [7611] "STRADA"                 "CCDC47"                
##  [7613] "DDX42"                  "FTSJ3"                 
##  [7615] "PSMC5"                  "SMARCD2"               
##  [7617] "TCAM1P"                 "CSH2"                  
##  [7619] "GH1"                    "CD79B"                 
##  [7621] "SCN4A"                  "ICAM2"                 
##  [7623] "ERN1"                   "SNORD104"              
##  [7625] "TEX2"                   "PECAM1"                
##  [7627] "MILR1"                  "POLG2"                 
##  [7629] "DDX5"                   "MIR3064"               
##  [7631] "MIR5047"                "CEP95"                 
##  [7633] "SMURF2"                 "LRRC37A3"              
##  [7635] "AMZ2P1"                 "GNA13"                 
##  [7637] "RGS9"                   "AXIN2"                 
##  [7639] "CEP112"                 "APOH"                  
##  [7641] "PRKCA"                  "CACNG4"                
##  [7643] "CACNG1"                 "HELZ"                  
##  [7645] "PSMD12"                 "PITPNC1"               
##  [7647] "NOL11"                  "SNORA38B"              
##  [7649] "BPTF"                   "C17orf58"              
##  [7651] "KPNA2"                  "LINC00674"             
##  [7653] "AMZ2"                   "ARSG"                  
##  [7655] "SLC16A6"                "WIPI1"                 
##  [7657] "MIR635"                 "PRKAR1A"               
##  [7659] "FAM20A"                 "ABCA8"                 
##  [7661] "ABCA9"                  "ABCA6"                 
##  [7663] "ABCA10"                 "ABCA5"                 
##  [7665] "MAP2K6"                 "KCNJ16"                
##  [7667] "KCNJ2-AS1"              "KCNJ2"                 
##  [7669] "SOX9"                   "LINC00673"             
##  [7671] "LINC00511"              "SLC39A11"              
##  [7673] "SSTR2"                  "COG1"                  
##  [7675] "FAM104A"                "C17orf80"              
##  [7677] "CPSF4L"                 "CDC42EP4"              
##  [7679] "SDK2"                   "RPL38"                 
##  [7681] "MGC16275"               "TTYH2"                 
##  [7683] "DNAI2"                  "KIF19"                 
##  [7685] "GPR142"                 "GPRC5C"                
##  [7687] "CD300A"                 "CD300LB"               
##  [7689] "CD300C"                 "CD300E"                
##  [7691] "RAB37"                  "CD300LF"               
##  [7693] "SLC9A3R1"               "NAT9"                  
##  [7695] "TMEM104"                "GRIN2C"                
##  [7697] "FDXR"                   "FADS6"                 
##  [7699] "USH1G"                  "HID1"                  
##  [7701] "CDR2L"                  "KCTD2"                 
##  [7703] "SLC16A5"                "ARMC7"                 
##  [7705] "NT5C"                   "SUMO2"                 
##  [7707] "NUP85"                  "GGA3"                  
##  [7709] "MRPS7"                  "MIF4GD"                
##  [7711] "LOC100287042"           "SLC25A19"              
##  [7713] "GRB2"                   "CASKIN2"               
##  [7715] "TSEN54"                 "LLGL2"                 
##  [7717] "MYO15B"                 "RECQL5"                
##  [7719] "SMIM5"                  "SMIM6"                 
##  [7721] "SAP30BP"                "ITGB4"                 
##  [7723] "GALK1"                  "H3F3B"                 
##  [7725] "UNK"                    "UNC13D"                
##  [7727] "WBP2"                   "TRIM47"                
##  [7729] "TRIM65"                 "MRPL38"                
##  [7731] "FBF1"                   "ACOX1"                 
##  [7733] "TEN1-CDK3"              "EVPL"                  
##  [7735] "SRP68"                  "GALR2"                 
##  [7737] "ZACN"                   "EXOC7"                 
##  [7739] "FOXJ1"                  "RNF157-AS1"            
##  [7741] "RNF157"                 "UBALD2"                
##  [7743] "QRICH2"                 "PRPSAP1"               
##  [7745] "SPHK1"                  "UBE2O"                 
##  [7747] "AANAT"                  "RHBDF2"                
##  [7749] "CYGB"                   "PRCD"                  
##  [7751] "SNHG16"                 "SNORD1C"               
##  [7753] "SNORD1B"                "SNORD1A"               
##  [7755] "ST6GALNAC2"             "ST6GALNAC1"            
##  [7757] "MXRA7"                  "JMJD6"                 
##  [7759] "METTL23"                "SRSF2"                 
##  [7761] "MIR636"                 "MFSD11"                
##  [7763] "MGAT5B"                 "SEC14L1"               
##  [7765] "SCARNA16"               "SEPT9"                 
##  [7767] "TNRC6C"                 "TMC6"                  
##  [7769] "TMC8"                   "C17orf99"              
##  [7771] "SYNGR2"                 "TK1"                   
##  [7773] "AFMID"                  "BIRC5"                 
##  [7775] "SOCS3"                  "PGS1"                  
##  [7777] "DNAH17"                 "CYTH1"                 
##  [7779] "USP36"                  "TIMP2"                 
##  [7781] "LGALS3BP"               "CANT1"                 
##  [7783] "C1QTNF1"                "ENGASE"                
##  [7785] "RBFOX3"                 "ENPP7"                 
##  [7787] "CBX2"                   "CBX8"                  
##  [7789] "CBX4"                   "TBC1D16"               
##  [7791] "CCDC40"                 "GAA"                   
##  [7793] "EIF4A3"                 "CARD14"                
##  [7795] "SGSH"                   "SLC26A11"              
##  [7797] "RNF213"                 "LOC100294362"          
##  [7799] "ENDOV"                  "MIR4730"               
##  [7801] "NPTX1"                  "RPTOR"                 
##  [7803] "CHMP6"                  "BAIAP2"                
##  [7805] "AATK"                   "SLC38A10"              
##  [7807] "LINC00482"              "TMEM105"               
##  [7809] "LOC100130370"           "BAHCC1"                
##  [7811] "MIR4740"                "MIR3186"               
##  [7813] "ACTG1"                  "FSCN2"                 
##  [7815] "NPLOC4"                 "TSPAN10"               
##  [7817] "PDE6G"                  "OXLD1"                 
##  [7819] "CCDC137"                "ARL16"                 
##  [7821] "HGS"                    "MRPL12"                
##  [7823] "SLC25A10"               "GCGR"                  
##  [7825] "PPP1R27"                "P4HB"                  
##  [7827] "ARHGDIA"                "ALYREF"                
##  [7829] "ANAPC11"                "NPB"                   
##  [7831] "PCYT2"                  "SIRT7"                 
##  [7833] "MAFG"                   "PYCR1"                 
##  [7835] "MYADML2"                "NOTUM"                 
##  [7837] "ASPSCR1"                "LRRC45"                
##  [7839] "RAC3"                   "DCXR"                  
##  [7841] "RFNG"                   "GPS1"                  
##  [7843] "DUS1L"                  "FASN"                  
##  [7845] "CCDC57"                 "SLC16A3"               
##  [7847] "CSNK1D"                 "CD7"                   
##  [7849] "SECTM1"                 "TEX19"                 
##  [7851] "OGFOD3"                 "HEXDC"                 
##  [7853] "NARF"                   "FOXK2"                 
##  [7855] "WDR45B"                 "RAB40B"                
##  [7857] "FN3KRP"                 "FN3K"                  
##  [7859] "TBCD"                   "ZNF750"                
##  [7861] "B3GNTL1"                "METRNL"                
##  [7863] "ROCK1P1"                "USP14"                 
##  [7865] "THOC1"                  "COLEC12"               
##  [7867] "CLUL1"                  "TYMS"                  
##  [7869] "ENOSF1"                 "YES1"                  
##  [7871] "ADCYAP1"                "LINC00470"             
##  [7873] "METTL4"                 "NDC80"                 
##  [7875] "CBX3P2"                 "SMCHD1"                
##  [7877] "EMILIN2"                "LPIN2"                 
##  [7879] "LOC727896"              "MYOM1"                 
##  [7881] "MYL12A"                 "MYL12B"                
##  [7883] "TGIF1"                  "DLGAP1"                
##  [7885] "DLGAP1-AS1"             "DLGAP1-AS5"            
##  [7887] "LINC00526"              "LINC00667"             
##  [7889] "ZBTB14"                 "EPB41L3"               
##  [7891] "L3MBTL4"                "ARHGAP28"              
##  [7893] "LINC00668"              "LAMA1"                 
##  [7895] "PTPRM"                  "LOC100192426"          
##  [7897] "RAB12"                  "NDUFV2"                
##  [7899] "ANKRD12"                "TWSG1"                 
##  [7901] "RALBP1"                 "PPP4R1"                
##  [7903] "RAB31"                  "TXNDC2"                
##  [7905] "VAPA"                   "APCDD1"                
##  [7907] "NAPG"                   "PIEZO2"                
##  [7909] "GNAL"                   "CHMP1B"                
##  [7911] "MPPE1"                  "IMPA2"                 
##  [7913] "C18orf61"               "CIDEA"                 
##  [7915] "TUBB6"                  "AFG3L2"                
##  [7917] "SPIRE1"                 "PSMG2"                 
##  [7919] "CEP76"                  "PTPN2"                 
##  [7921] "SEH1L"                  "CEP192"                
##  [7923] "LDLRAD4"                "FAM210A"               
##  [7925] "RNMT"                   "ZNF519"                
##  [7927] "ANKRD20A5P"             "CYP4F35P"              
##  [7929] "ANKRD30B"               "ROCK1"                 
##  [7931] "GREB1L"                 "ESCO1"                 
##  [7933] "SNRPD1"                 "ABHD3"                 
##  [7935] "MIB1"                   "GATA6"                 
##  [7937] "CTAGE1"                 "RBBP8"                 
##  [7939] "CABLES1"                "TMEM241"               
##  [7941] "RIOK3"                  "NPC1"                  
##  [7943] "ANKRD29"                "LAMA3"                 
##  [7945] "TTC39C"                 "CABYR"                 
##  [7947] "OSBPL1A"                "IMPACT"                
##  [7949] "HRH4"                   "ZNF521"                
##  [7951] "SS18"                   "TAF4B"                 
##  [7953] "KCTD1"                  "AQP4"                  
##  [7955] "AQP4-AS1"               "CHST9"                 
##  [7957] "CDH2"                   "DSC3"                  
##  [7959] "DSC2"                   "DSC1"                  
##  [7961] "DSG1"                   "DSG4"                  
##  [7963] "DSG3"                   "DSG2"                  
##  [7965] "TTR"                    "B4GALT6"               
##  [7967] "SLC25A52"               "TRAPPC8"               
##  [7969] "RNF125"                 "RNF138"                
##  [7971] "MEP1B"                  "WBP11P1"               
##  [7973] "KLHL14"                 "CCDC178"               
##  [7975] "ASXL3"                  "NOL4"                  
##  [7977] "DTNA"                   "MAPRE2"                
##  [7979] "ZNF397"                 "ZSCAN30"               
##  [7981] "ZNF24"                  "ZNF396"                
##  [7983] "INO80C"                 "GALNT1"                
##  [7985] "C18orf21"               "RPRD1A"                
##  [7987] "SLC39A6"                "ELP2"                  
##  [7989] "MOCOS"                  "FHOD3"                 
##  [7991] "TPGS2"                  "KIAA1328"              
##  [7993] "CELF4"                  "KC6"                   
##  [7995] "PIK3C3"                 "SYT4"                  
##  [7997] "SETBP1"                 "SLC14A2"               
##  [7999] "SLC14A1"                "SIGLEC15"              
##  [8001] "EPG5"                   "PSTPIP2"               
##  [8003] "HAUS1"                  "C18orf25"              
##  [8005] "RNF165"                 "LOXHD1"                
##  [8007] "ST8SIA5"                "PIAS2"                 
##  [8009] "KATNAL2"                "HDHD2"                 
##  [8011] "IER3IP1"                "SMAD2"                 
##  [8013] "ZBTB7C"                 "CTIF"                  
##  [8015] "SMAD7"                  "DYM"                   
##  [8017] "C18orf32"               "RPL17"                 
##  [8019] "SNORD58C"               "SNORD58A"              
##  [8021] "LIPG"                   "ACAA2"                 
##  [8023] "SCARNA17"               "MYO5B"                 
##  [8025] "MBD1"                   "CXXC1"                 
##  [8027] "SKA1"                   "MAPK4"                 
##  [8029] "MRO"                    "ME2"                   
##  [8031] "ELAC1"                  "SMAD4"                 
##  [8033] "MEX3C"                  "DCC"                   
##  [8035] "MBD2"                   "SNORA37"               
##  [8037] "POLI"                   "C18orf54"              
##  [8039] "RAB27B"                 "CCDC68"                
##  [8041] "TCF4"                   "TXNL1"                 
##  [8043] "WDR7"                   "LINC-ROR"              
##  [8045] "ONECUT2"                "FECH"                  
##  [8047] "NARS"                   "LOC100505549"          
##  [8049] "ATP8B1"                 "NEDD4L"                
##  [8051] "ALPK2"                  "MALT1"                 
##  [8053] "ZNF532"                 "SEC11C"                
##  [8055] "GRP"                    "RAX"                   
##  [8057] "LMAN1"                  "CCBE1"                 
##  [8059] "PMAIP1"                 "MC4R"                  
##  [8061] "CDH20"                  "RNF152"                
##  [8063] "PIGN"                   "TNFRSF11A"             
##  [8065] "ZCCHC2"                 "PHLPP1"                
##  [8067] "BCL2"                   "KDSR"                  
##  [8069] "VPS4B"                  "SERPINB5"              
##  [8071] "SERPINB12"              "SERPINB13"             
##  [8073] "SERPINB4"               "SERPINB3"              
##  [8075] "SERPINB11"              "SERPINB7"              
##  [8077] "SERPINB2"               "SERPINB10"             
##  [8079] "HMSD"                   "SERPINB8"              
##  [8081] "CDH7"                   "CDH19"                 
##  [8083] "DSEL"                   "TMX3"                  
##  [8085] "CCDC102B"               "DOK6"                  
##  [8087] "CD226"                  "RTTN"                  
##  [8089] "SOCS6"                  "CBLN2"                 
##  [8091] "NETO1"                  "LOC400655"             
##  [8093] "FBXO15"                 "TIMM21"                
##  [8095] "CYB5A"                  "CNDP2"                 
##  [8097] "CNDP1"                  "ZNF407"                
##  [8099] "ZADH2"                  "TSHZ1"                 
##  [8101] "ZNF516"                 "ZNF236"                
##  [8103] "MBP"                    "SALL3"                 
##  [8105] "ATP9B"                  "NFATC1"                
##  [8107] "CTDP1"                  "KCNG2"                 
##  [8109] "PQLC1"                  "HSBP1L1"               
##  [8111] "TXNL4A"                 "RBFA"                  
##  [8113] "ADNP2"                  "PARD6G-AS1"            
##  [8115] "PARD6G"                 "MIER2"                 
##  [8117] "THEG"                   "C2CD4C"                
##  [8119] "SHC2"                   "ODF3L2"                
##  [8121] "MADCAM1"                "TPGS1"                 
##  [8123] "CDC34"                  "GZMM"                  
##  [8125] "BSG"                    "HCN2"                  
##  [8127] "POLRMT"                 "FGF22"                 
##  [8129] "RNF126"                 "FSTL3"                 
##  [8131] "PRSS57"                 "PALM"                  
##  [8133] "PTBP1"                  "AZU1"                  
##  [8135] "PRTN3"                  "ELANE"                 
##  [8137] "CFD"                    "MED16"                 
##  [8139] "R3HDM4"                 "KISS1R"                
##  [8141] "ARID3A"                 "WDR18"                 
##  [8143] "GRIN3B"                 "TMEM259"               
##  [8145] "CNN2"                   "ABCA7"                 
##  [8147] "POLR2E"                 "GPX4"                  
##  [8149] "SBNO2"                  "STK11"                 
##  [8151] "MIDN"                   "CIRBP-AS1"             
##  [8153] "CIRBP"                  "C19orf24"              
##  [8155] "EFNA2"                  "MUM1"                  
##  [8157] "NDUFS7"                 "GAMT"                  
##  [8159] "DAZAP1"                 "RPS15"                 
##  [8161] "APC2"                   "C19orf25"              
##  [8163] "PCSK4"                  "REEP6"                 
##  [8165] "ADAMTSL5"               "PLK5"                  
##  [8167] "MEX3D"                  "MBD3"                  
##  [8169] "UQCR11"                 "TCF3"                  
##  [8171] "ONECUT3"                "ATP8B3"                
##  [8173] "REXO1"                  "LOC100288123"          
##  [8175] "KLF16"                  "ADAT3"                 
##  [8177] "SCAMP4"                 "CSNK1G2"               
##  [8179] "CSNK1G2-AS1"            "BTBD2"                 
##  [8181] "MKNK2"                  "MOB3A"                 
##  [8183] "IZUMO4"                 "AP3D1"                 
##  [8185] "DOT1L"                  "PLEKHJ1"               
##  [8187] "SF3A2"                  "AMH"                   
##  [8189] "JSRP1"                  "OAZ1"                  
##  [8191] "LSM7"                   "SPPL2B"                
##  [8193] "TMPRSS9"                "TIMM13"                
##  [8195] "LMNB2"                  "GADD45B"               
##  [8197] "GNG7"                   "DIRAS1"                
##  [8199] "SLC39A3"                "SGTA"                  
##  [8201] "THOP1"                  "ZNF554"                
##  [8203] "ZNF555"                 "ZNF556"                
##  [8205] "ZNF57"                  "ZNF77"                 
##  [8207] "TLE6"                   "TLE2"                  
##  [8209] "AES"                    "GNA11"                 
##  [8211] "GNA15"                  "S1PR4"                 
##  [8213] "NCLN"                   "CELF5"                 
##  [8215] "NFIC"                   "DOHH"                  
##  [8217] "FZR1"                   "MFSD12"                
##  [8219] "C19orf71"               "HMG20B"                
##  [8221] "GIPC3"                  "TBXA2R"                
##  [8223] "CACTIN-AS1"             "CACTIN"                
##  [8225] "PIP5K1C"                "TJP3"                  
##  [8227] "APBA3"                  "MRPL54"                
##  [8229] "MATK"                   "ZFR2"                  
##  [8231] "ATCAY"                  "NMRK2"                 
##  [8233] "DAPK3"                  "MIR637"                
##  [8235] "EEF2"                   "SNORD37"               
##  [8237] "PIAS4"                  "ZBTB7A"                
##  [8239] "MAP2K2"                 "CREB3L3"               
##  [8241] "SIRT6"                  "ANKRD24"               
##  [8243] "EBI3"                   "SHD"                   
##  [8245] "TMIGD2"                 "FSD1"                  
##  [8247] "STAP2"                  "MPND"                  
##  [8249] "SH3GL1"                 "CHAF1A"                
##  [8251] "UBXN6"                  "MIR4746"               
##  [8253] "PLIN4"                  "PLIN5"                 
##  [8255] "LRG1"                   "SEMA6B"                
##  [8257] "TNFAIP8L1"              "DPP9"                  
##  [8259] "MIR7-3HG"               "FEM1A"                 
##  [8261] "TICAM1"                 "PLIN3"                 
##  [8263] "ARRDC5"                 "UHRF1"                 
##  [8265] "KDM4B"                  "PTPRS"                 
##  [8267] "TINCR"                  "SAFB2"                 
##  [8269] "SAFB"                   "C19orf70"              
##  [8271] "HSD11B1L"               "RPL36"                 
##  [8273] "LONP1"                  "CATSPERD"              
##  [8275] "PRR22"                  "DUS3L"                 
##  [8277] "NRTN"                   "FUT6"                  
##  [8279] "FUT3"                   "FUT5"                  
##  [8281] "NDUFA11"                "VMAC"                  
##  [8283] "CAPS"                   "RANBP3"                
##  [8285] "LOC100128568"           "RFX2"                  
##  [8287] "ACSBG2"                 "MLLT1"                 
##  [8289] "CLPP"                   "ALKBH7"                
##  [8291] "PSPN"                   "GTF2F1"                
##  [8293] "KHSRP"                  "SLC25A41"              
##  [8295] "SLC25A23"               "CRB3"                  
##  [8297] "DENND1C"                "TUBB4A"                
##  [8299] "TNFSF9"                 "CD70"                  
##  [8301] "TNFSF14"                "C3"                    
##  [8303] "GPR108"                 "TRIP10"                
##  [8305] "SH2D3A"                 "VAV1"                  
##  [8307] "ZNF557"                 "INSR"                  
##  [8309] "ARHGEF18"               "LOC100128573"          
##  [8311] "PEX11G"                 "ZNF358"                
##  [8313] "MCOLN1"                 "PNPLA6"                
##  [8315] "CAMSAP3"                "XAB2"                  
##  [8317] "PET100"                 "PCP2"                  
##  [8319] "STXBP2"                 "RETN"                  
##  [8321] "TRAPPC5"                "FCER2"                 
##  [8323] "CD209"                  "CLEC4M"                
##  [8325] "CLEC4GP1"               "EVI5L"                 
##  [8327] "LRRC8E"                 "MAP2K7"                
##  [8329] "TGFBR3L"                "SNAPC2"                
##  [8331] "CTXN1"                  "TIMM44"                
##  [8333] "ELAVL1"                 "FBN3"                  
##  [8335] "CERS4"                  "CD320"                 
##  [8337] "NDUFA7"                 "RPS28"                 
##  [8339] "KANK3"                  "ANGPTL4"               
##  [8341] "RAB11B-AS1"             "RAB11B"                
##  [8343] "MARCH2"                 "HNRNPM"                
##  [8345] "PRAM1"                  "ZNF414"                
##  [8347] "MYO1F"                  "ADAMTS10"              
##  [8349] "ZNF558"                 "MUC16"                 
##  [8351] "ZNF317"                 "OR7D2"                 
##  [8353] "ZNF699"                 "ZNF559"                
##  [8355] "ZNF266"                 "ZNF560"                
##  [8357] "ZNF426"                 "ZNF121"                
##  [8359] "ZNF561"                 "ZNF562"                
##  [8361] "ZNF846"                 "FBXL12"                
##  [8363] "UBL5"                   "PIN1"                  
##  [8365] "OLFM2"                  "COL5A3"                
##  [8367] "C3P1"                   "C19orf66"              
##  [8369] "ANGPTL6"                "PPAN"                  
##  [8371] "P2RY11"                 "EIF3G"                 
##  [8373] "DNMT1"                  "S1PR2"                 
##  [8375] "MRPL4"                  "ICAM1"                 
##  [8377] "ICAM4"                  "ICAM5"                 
##  [8379] "ZGLP1"                  "RAVER1"                
##  [8381] "ICAM3"                  "TYK2"                  
##  [8383] "CDC37"                  "PDE4A"                 
##  [8385] "KEAP1"                  "S1PR5"                 
##  [8387] "ATG4D"                  "KRI1"                  
##  [8389] "CDKN2D"                 "AP1M2"                 
##  [8391] "SLC44A2"                "ILF3"                  
##  [8393] "QTRT1"                  "DNM2"                  
##  [8395] "MIR199A1"               "TMED1"                 
##  [8397] "C19orf38"               "CARM1"                 
##  [8399] "YIPF2"                  "SMARCA4"               
##  [8401] "LDLR"                   "SPC24"                 
##  [8403] "KANK2"                  "DOCK6"                 
##  [8405] "TSPAN16"                "RAB3D"                 
##  [8407] "TMEM205"                "CCDC159"               
##  [8409] "SWSAP1"                 "EPOR"                  
##  [8411] "RGL3"                   "CCDC151"               
##  [8413] "PRKCSH"                 "ELAVL3"                
##  [8415] "ZNF653"                 "ECSIT"                 
##  [8417] "CNN1"                   "ELOF1"                 
##  [8419] "ACP5"                   "ZNF627"                
##  [8421] "ZNF833P"                "ZNF823"                
##  [8423] "ZNF441"                 "ZNF491"                
##  [8425] "ZNF440"                 "ZNF439"                
##  [8427] "ZNF69"                  "ZNF700"                
##  [8429] "ZNF763"                 "ZNF433"                
##  [8431] "ZNF878"                 "ZNF844"                
##  [8433] "ZNF625-ZNF20"           "ZNF625"                
##  [8435] "ZNF136"                 "ZNF44"                 
##  [8437] "ZNF563"                 "ZNF442"                
##  [8439] "ZNF799"                 "ZNF443"                
##  [8441] "ZNF709"                 "ZNF564"                
##  [8443] "ZNF490"                 "ZNF791"                
##  [8445] "MAN2B1"                 "WDR83"                 
##  [8447] "WDR83OS"                "DHPS"                  
##  [8449] "FBXW9"                  "TNPO2"                 
##  [8451] "ASNA1"                  "BEST2"                 
##  [8453] "HOOK2"                  "JUNB"                  
##  [8455] "PRDX2"                  "RNASEH2A"              
##  [8457] "RTBDN"                  "MAST1"                 
##  [8459] "DNASE2"                 "KLF1"                  
##  [8461] "GCDH"                   "SYCE2"                 
##  [8463] "FARSA"                  "CALR"                  
##  [8465] "RAD23A"                 "GADD45GIP1"            
##  [8467] "DAND5"                  "NFIX"                  
##  [8469] "LYL1"                   "TRMT1"                 
##  [8471] "NACC1"                  "STX10"                 
##  [8473] "IER2"                   "CACNA1A"               
##  [8475] "CCDC130"                "MRI1"                  
##  [8477] "C19orf53"               "ZSWIM4"                
##  [8479] "LOC284454"              "MIR24-2"               
##  [8481] "MIR27A"                 "MIR23A"                
##  [8483] "NANOS3"                 "C19orf57"              
##  [8485] "CC2D1A"                 "PODNL1"                
##  [8487] "DCAF15"                 "RFX1"                  
##  [8489] "IL27RA"                 "PALM3"                 
##  [8491] "SAMD1"                  "PRKACA"                
##  [8493] "ASF1B"                  "LOC100507373"          
##  [8495] "DDX39A"                 "PKN1"                  
##  [8497] "PTGER1"                 "GIPC1"                 
##  [8499] "DNAJB1"                 "TECR"                  
##  [8501] "NDUFB7"                 "CLEC17A"               
##  [8503] "ZNF333"                 "CASP14"                
##  [8505] "SYDE1"                  "ILVBL"                 
##  [8507] "NOTCH3"                 "EPHX3"                 
##  [8509] "BRD4"                   "AKAP8"                 
##  [8511] "AKAP8L"                 "WIZ"                   
##  [8513] "RASAL3"                 "PGLYRP2"               
##  [8515] "CYP4F22"                "CYP4F3"                
##  [8517] "CYP4F12"                "OR10H1"                
##  [8519] "UCA1"                   "CYP4F2"                
##  [8521] "CYP4F11"                "LINC00661"             
##  [8523] "TPM4"                   "RAB8A"                 
##  [8525] "HSH2D"                  "FAM32A"                
##  [8527] "AP1M1"                  "KLF2"                  
##  [8529] "EPS15L1"                "CALR3"                 
##  [8531] "C19orf44"               "CHERP"                 
##  [8533] "SLC35E1"                "MED26"                 
##  [8535] "SMIM7"                  "TMEM38A"               
##  [8537] "NWD1"                   "SIN3B"                 
##  [8539] "F2RL3"                  "CPAMD8"                
##  [8541] "HAUS8"                  "MYO9B"                 
##  [8543] "USE1"                   "OCEL1"                 
##  [8545] "NR2F6"                  "USHBP1"                
##  [8547] "BABAM1"                 "ANKLE1"                
##  [8549] "ABHD8"                  "MRPL34"                
##  [8551] "DDA1"                   "ANO8"                  
##  [8553] "GTPBP3"                 "PLVAP"                 
##  [8555] "BST2"                   "MVB12A"                
##  [8557] "TMEM221"                "SLC27A1"               
##  [8559] "PGLS"                   "FAM129C"               
##  [8561] "UNC13A"                 "MAP1S"                 
##  [8563] "FCHO1"                  "B3GNT3"                
##  [8565] "INSL3"                  "JAK3"                  
##  [8567] "RPL18A"                 "SNORA68"               
##  [8569] "SLC5A5"                 "CCDC124"               
##  [8571] "KCNN1"                  "ARRDC2"                
##  [8573] "IL12RB1"                "MAST3"                 
##  [8575] "PIK3R2"                 "IFI30"                 
##  [8577] "MPV17L2"                "RAB3A"                 
##  [8579] "PDE4C"                  "LOC729966"             
##  [8581] "JUND"                   "LSM4"                  
##  [8583] "PGPEP1"                 "GDF15"                 
##  [8585] "MIR3189"                "LRRC25"                
##  [8587] "SSBP4"                  "ISYNA1"                
##  [8589] "ELL"                    "FKBP8"                 
##  [8591] "KXD1"                   "UBA52"                 
##  [8593] "CRLF1"                  "TMEM59L"               
##  [8595] "KLHL26"                 "CRTC1"                 
##  [8597] "COMP"                   "UPF1"                  
##  [8599] "CERS1"                  "COPE"                  
##  [8601] "DDX49"                  "HOMER3"                
##  [8603] "SUGP2"                  "ARMC6"                 
##  [8605] "SLC25A42"               "TMEM161A"              
##  [8607] "RFXANK"                 "NR2C2AP"               
##  [8609] "NCAN"                   "HAPLN4"                
##  [8611] "TM6SF2"                 "SUGP1"                 
##  [8613] "MAU2"                   "GATAD2A"               
##  [8615] "TSSK6"                  "NDUFA13"               
##  [8617] "YJEFN3"                 "CILP2"                 
##  [8619] "PBX4"                   "LPAR2"                 
##  [8621] "GMIP"                   "ATP13A1"               
##  [8623] "ZNF101"                 "ZNF14"                 
##  [8625] "LINC00663"              "ZNF506"                
##  [8627] "ZNF253"                 "ZNF93"                 
##  [8629] "ZNF682"                 "ZNF90"                 
##  [8631] "ZNF486"                 "ZNF826P"               
##  [8633] "ZNF737"                 "ZNF626"                
##  [8635] "ZNF85"                  "ZNF430"                
##  [8637] "ZNF714"                 "ZNF431"                
##  [8639] "ZNF708"                 "ZNF738"                
##  [8641] "ZNF493"                 "ZNF429"                
##  [8643] "ZNF100"                 "ZNF43"                 
##  [8645] "ZNF208"                 "ZNF257"                
##  [8647] "ZNF676"                 "ZNF492"                
##  [8649] "ZNF728"                 "ZNF91"                 
##  [8651] "ZNF675"                 "ZNF681"                
##  [8653] "RPSAP58"                "ZNF726"                
##  [8655] "ZNF254"                 "HAVCR1P1"              
##  [8657] "LINC00662"              "UQCRFS1"               
##  [8659] "VSTM2B"                 "POP4"                  
##  [8661] "PLEKHF1"                "C19orf12"              
##  [8663] "CCNE1"                  "URI1"                  
##  [8665] "ZNF536"                 "TSHZ3"                 
##  [8667] "ZNF507"                 "LOC400684"             
##  [8669] "DPY19L3"                "PDCD5"                 
##  [8671] "ANKRD27"                "RGS9BP"                
##  [8673] "NUDT19"                 "TDRD12"                
##  [8675] "SLC7A9"                 "CEP89"                 
##  [8677] "RHPN2"                  "GPATCH1"               
##  [8679] "WDR88"                  "LRP3"                  
##  [8681] "SLC7A10"                "CEBPA"                 
##  [8683] "CEBPG"                  "PEPD"                  
##  [8685] "CHST8"                  "KCTD15"                
##  [8687] "LSM14A"                 "KIAA0355"              
##  [8689] "GPI"                    "PDCD2L"                
##  [8691] "UBA2"                   "WTIP"                  
##  [8693] "SCGB1B2P"               "SCGB2B2"               
##  [8695] "ZNF302"                 "ZNF181"                
##  [8697] "ZNF599"                 "ZNF30"                 
##  [8699] "ZNF792"                 "GRAMD1A"               
##  [8701] "SCN1B"                  "HPN"                   
##  [8703] "FXYD3"                  "LGI4"                  
##  [8705] "FXYD1"                  "FXYD7"                 
##  [8707] "FXYD5"                  "LSR"                   
##  [8709] "USF2"                   "HAMP"                  
##  [8711] "MAG"                    "CD22"                  
##  [8713] "FFAR1"                  "FFAR2"                 
##  [8715] "KRTDAP"                 "DMKN"                  
##  [8717] "SBSN"                   "GAPDHS"                
##  [8719] "TMEM147"                "ATP4A"                 
##  [8721] "HAUS5"                  "RBM42"                 
##  [8723] "ETV2"                   "COX6B1"                
##  [8725] "UPK1A"                  "UPK1A-AS1"             
##  [8727] "ZBTB32"                 "IGFLR1"                
##  [8729] "U2AF1L4"                "PSENEN"                
##  [8731] "LIN37"                  "HSPB6"                 
##  [8733] "ARHGAP33"               "PRODH2"                
##  [8735] "NPHS1"                  "KIRREL2"               
##  [8737] "APLP1"                  "NFKBID"                
##  [8739] "HCST"                   "TYROBP"                
##  [8741] "LRFN3"                  "SDHAF1"                
##  [8743] "SYNE4"                  "ALKBH6"                
##  [8745] "CLIP3"                  "THAP8"                 
##  [8747] "WDR62"                  "OVOL3"                 
##  [8749] "POLR2I"                 "TBCB"                  
##  [8751] "CAPNS1"                 "COX7A1"                
##  [8753] "ZNF565"                 "ZNF146"                
##  [8755] "LOC100134317"           "LINC00665"             
##  [8757] "ZFP14"                  "ZFP82"                 
##  [8759] "LOC644189"              "ZNF566"                
##  [8761] "LOC728752"              "ZNF260"                
##  [8763] "ZNF529"                 "ZNF382"                
##  [8765] "ZNF461"                 "ZNF567"                
##  [8767] "ZNF850"                 "ZNF790-AS1"            
##  [8769] "ZNF790"                 "ZNF345"                
##  [8771] "ZNF829"                 "ZNF568"                
##  [8773] "ZNF420"                 "ZNF585A"               
##  [8775] "ZNF585B"                "ZNF383"                
##  [8777] "LOC284412"              "HKR1"                  
##  [8779] "ZNF527"                 "ZNF569"                
##  [8781] "ZNF570"                 "ZNF793"                
##  [8783] "ZNF540"                 "ZNF571"                
##  [8785] "ZFP30"                  "ZNF781"                
##  [8787] "ZNF607"                 "ZNF573"                
##  [8789] "LOC644554"              "WDR87"                 
##  [8791] "SIPA1L3"                "DPF1"                  
##  [8793] "PPP1R14A"               "SPINT2"                
##  [8795] "YIF1B"                  "C19orf33"              
##  [8797] "KCNK6"                  "CATSPERG"              
##  [8799] "PSMD8"                  "GGN"                   
##  [8801] "SPRED3"                 "FAM98C"                
##  [8803] "RASGRP4"                "RYR1"                  
##  [8805] "MAP4K1"                 "EIF3K"                 
##  [8807] "ACTN4"                  "CAPN12"                
##  [8809] "LGALS7"                 "LGALS7B"               
##  [8811] "LGALS4"                 "ECH1"                  
##  [8813] "HNRNPL"                 "RINL"                  
##  [8815] "SIRT2"                  "NFKBIB"                
##  [8817] "SARS2"                  "MRPS12"                
##  [8819] "FBXO17"                 "FBXO27"                
##  [8821] "PAK4"                   "NCCRP1"                
##  [8823] "IFNL3"                  "IFNL4"                 
##  [8825] "IFNL2"                  "IFNL1"                 
##  [8827] "LRFN1"                  "GMFG"                  
##  [8829] "SAMD4B"                 "PAF1"                  
##  [8831] "MED29"                  "ZFP36"                 
##  [8833] "MIR4530"                "PLEKHG2"               
##  [8835] "RPS16"                  "SUPT5H"                
##  [8837] "TIMM50"                 "DLL3"                  
##  [8839] "EID2B"                  "EID2"                  
##  [8841] "LGALS17A"               "CLC"                   
##  [8843] "DYRK1B"                 "FBL"                   
##  [8845] "FCGBP"                  "PSMC4"                 
##  [8847] "ZNF546"                 "ZNF780B"               
##  [8849] "ZNF780A"                "MAP3K10"               
##  [8851] "TTC9B"                  "CNTD2"                 
##  [8853] "AKT2"                   "MIR641"                
##  [8855] "C19orf47"               "PLD3"                  
##  [8857] "HIPK4"                  "PRX"                   
##  [8859] "SERTAD1"                "SERTAD3"               
##  [8861] "BLVRB"                  "SPTBN4"                
##  [8863] "SHKBP1"                 "LTBP4"                 
##  [8865] "NUMBL"                  "ITPKC"                 
##  [8867] "C19orf54"               "SNRPA"                 
##  [8869] "MIA"                    "EGLN2"                 
##  [8871] "CYP2A6"                 "CYP2A7"                
##  [8873] "CYP2G1P"                "CYP2B6"                
##  [8875] "CYP2A13"                "CYP2F1"                
##  [8877] "CYP2S1"                 "AXL"                   
##  [8879] "HNRNPUL1"               "CCDC97"                
##  [8881] "TGFB1"                  "B9D2"                  
##  [8883] "TMEM91"                 "EXOSC5"                
##  [8885] "BCKDHA"                 "B3GNT8"                
##  [8887] "CEACAM21"               "CEACAM4"               
##  [8889] "CEACAM7"                "CEACAM5"               
##  [8891] "CEACAM6"                "CEACAM3"               
##  [8893] "RPS19"                  "CD79A"                 
##  [8895] "ARHGEF1"                "RABAC1"                
##  [8897] "ATP1A3"                 "GRIK5"                 
##  [8899] "ZNF574"                 "POU2F2"                
##  [8901] "LOC100505622"           "DEDD2"                 
##  [8903] "ZNF526"                 "GSK3A"                 
##  [8905] "ERF"                    "CIC"                   
##  [8907] "PAFAH1B3"               "PRR19"                 
##  [8909] "TMEM145"                "MEGF8"                 
##  [8911] "CNFN"                   "LIPE"                  
##  [8913] "CXCL17"                 "CEACAM1"               
##  [8915] "CEACAM8"                "PSG3"                  
##  [8917] "PSG8"                   "PSG1"                  
##  [8919] "PSG6"                   "PSG7"                  
##  [8921] "PSG2"                   "PSG5"                  
##  [8923] "PSG4"                   "LOC284344"             
##  [8925] "PSG9"                   "CD177"                 
##  [8927] "LYPD3"                  "PHLDB3"                
##  [8929] "ETHE1"                  "ZNF575"                
##  [8931] "XRCC1"                  "PINLYP"                
##  [8933] "IRGQ"                   "ZNF576"                
##  [8935] "ZNF428"                 "SRRM5"                 
##  [8937] "CADM4"                  "PLAUR"                 
##  [8939] "IRGC"                   "SMG9"                  
##  [8941] "KCNN4"                  "LYPD5"                 
##  [8943] "ZNF283"                 "ZNF404"                
##  [8945] "LOC100505715"           "ZNF45"                 
##  [8947] "ZNF221"                 "ZNF155"                
##  [8949] "ZNF230"                 "ZNF222"                
##  [8951] "ZNF223"                 "ZNF284"                
##  [8953] "ZNF224"                 "LOC100379224"          
##  [8955] "ZNF225"                 "ZNF234"                
##  [8957] "ZNF226"                 "ZNF227"                
##  [8959] "ZNF233"                 "ZNF235"                
##  [8961] "ZNF285"                 "ZNF229"                
##  [8963] "ZNF180"                 "CEACAM20"              
##  [8965] "CEACAM22P"              "IGSF23"                
##  [8967] "PVR"                    "CEACAM19"              
##  [8969] "CEACAM16"               "BCL3"                  
##  [8971] "CBLC"                   "BCAM"                  
##  [8973] "TOMM40"                 "APOE"                  
##  [8975] "APOC1"                  "APOC1P1"               
##  [8977] "CLPTM1"                 "RELB"                  
##  [8979] "CLASRP"                 "ZNF296"                
##  [8981] "GEMIN7"                 "PPP1R37"               
##  [8983] "NKPD1"                  "TRAPPC6A"              
##  [8985] "BLOC1S3"                "EXOC3L2"               
##  [8987] "MARK4"                  "CKM"                   
##  [8989] "KLC3"                   "ERCC2"                 
##  [8991] "PPP1R13L"               "CD3EAP"                
##  [8993] "ERCC1"                  "FOSB"                  
##  [8995] "RTN2"                   "PPM1N"                 
##  [8997] "VASP"                   "OPA3"                  
##  [8999] "GPR4"                   "EML2"                  
##  [9001] "MIR330"                 "GIPR"                  
##  [9003] "MIR642A"                "SNRPD2"                
##  [9005] "QPCTL"                  "FBXO46"                
##  [9007] "SIX5"                   "DMPK"                  
##  [9009] "DMWD"                   "RSPH6A"                
##  [9011] "SYMPK"                  "FOXA3"                 
##  [9013] "IRF2BP1"                "MYPOP"                 
##  [9015] "NOVA2"                  "CCDC61"                
##  [9017] "PGLYRP1"                "IGFL4"                 
##  [9019] "IGFL3"                  "IGFL2"                 
##  [9021] "IGFL1"                  "HIF3A"                 
##  [9023] "PPP5C"                  "CCDC8"                 
##  [9025] "PPP5D1"                 "CALM3"                 
##  [9027] "PTGIR"                  "GNG8"                  
##  [9029] "DACT3"                  "DACT3-AS1"             
##  [9031] "PRKD2"                  "MIR320E"               
##  [9033] "STRN4"                  "FKRP"                  
##  [9035] "SLC1A5"                 "SNAR-E"                
##  [9037] "AP2S1"                  "ARHGAP35"              
##  [9039] "NPAS1"                  "TMEM160"               
##  [9041] "ZC3H4"                  "SAE1"                  
##  [9043] "BBC3"                   "MIR3191"               
##  [9045] "CCDC9"                  "C5AR1"                 
##  [9047] "C5AR2"                  "DHX34"                 
##  [9049] "MEIS3"                  "SLC8A2"                
##  [9051] "KPTN"                   "NAPA-AS1"              
##  [9053] "NAPA"                   "ZNF541"                
##  [9055] "EHD2"                   "SNORD23"               
##  [9057] "CRX"                    "CABP5"                 
##  [9059] "PLA2G4C"                "LIG1"                  
##  [9061] "CARD8"                  "ZNF114"                
##  [9063] "CCDC114"                "EMP3"                  
##  [9065] "TMEM143"                "SYNGR4"                
##  [9067] "KDELR1"                 "GRIN2D"                
##  [9069] "GRWD1"                  "KCNJ14"                
##  [9071] "CYTH2"                  "LMTK3"                 
##  [9073] "SULT2B1"                "FAM83E"                
##  [9075] "SPACA4"                 "RPL18"                 
##  [9077] "SPHK2"                  "DBP"                   
##  [9079] "CA11"                   "SEC1P"                 
##  [9081] "NTN5"                   "FUT2"                  
##  [9083] "MAMSTR"                 "RASIP1"                
##  [9085] "IZUMO1"                 "FUT1"                  
##  [9087] "FGF21"                  "BCAT2"                 
##  [9089] "HSD17B14"               "PLEKHA4"               
##  [9091] "PPP1R15A"               "TULP2"                 
##  [9093] "NUCB1"                  "DHDH"                  
##  [9095] "BAX"                    "FTL"                   
##  [9097] "GYS1"                   "RUVBL2"                
##  [9099] "LHB"                    "LOC101059948"          
##  [9101] "CGB2"                   "CGB1"                  
##  [9103] "SNAR-G1"                "CGB5"                  
##  [9105] "CGB8"                   "CGB7"                  
##  [9107] "NTF4"                   "KCNA7"                 
##  [9109] "SNRNP70"                "LIN7B"                 
##  [9111] "C19orf73"               "PPFIA3"                
##  [9113] "HRC"                    "TRPM4"                 
##  [9115] "SLC6A16"                "MIR4324"               
##  [9117] "CD37"                   "TEAD2"                 
##  [9119] "DKKL1"                  "CCDC155"               
##  [9121] "SLC17A7"                "PIH1D1"                
##  [9123] "ALDH16A1"               "FLT3LG"                
##  [9125] "RPL13A"                 "SNORD32A"              
##  [9127] "SNORD33"                "SNORD34"               
##  [9129] "SNORD35A"               "RPS11"                 
##  [9131] "SNORD35B"               "FCGRT"                 
##  [9133] "RCN3"                   "NOSIP"                 
##  [9135] "PRRG2"                  "PRR12"                 
##  [9137] "RRAS"                   "SCAF1"                 
##  [9139] "IRF3"                   "BCL2L12"               
##  [9141] "PRMT1"                  "ADM5"                  
##  [9143] "CPT1C"                  "AP2A1"                 
##  [9145] "FUZ"                    "MED25"                 
##  [9147] "PTOV1-AS1"              "PTOV1"                 
##  [9149] "PNKP"                   "AKT1S1"                
##  [9151] "TBC1D17"                "IL4I1"                 
##  [9153] "NUP62"                  "ATF5"                  
##  [9155] "SIGLEC11"               "SIGLEC16"              
##  [9157] "VRK3"                   "ZNF473"                
##  [9159] "MYH14"                  "KCNC3"                 
##  [9161] "NAPSB"                  "NAPSA"                 
##  [9163] "NR1H2"                  "POLD1"                 
##  [9165] "SPIB"                   "MYBPC2"                
##  [9167] "FAM71E1"                "EMC10"                 
##  [9169] "JOSD2"                  "ASPDH"                 
##  [9171] "LRRC4B"                 "SYT3"                  
##  [9173] "C19orf81"               "SHANK1"                
##  [9175] "CLEC11A"                "C19orf48"              
##  [9177] "SNORD88B"               "SNORD88A"              
##  [9179] "SNORD88C"               "KLK1"                  
##  [9181] "KLK2"                   "KLKP1"                 
##  [9183] "KLK5"                   "KLK6"                  
##  [9185] "KLK7"                   "KLK8"                  
##  [9187] "KLK9"                   "KLK10"                 
##  [9189] "KLK11"                  "KLK12"                 
##  [9191] "KLK13"                  "KLK14"                 
##  [9193] "CTU1"                   "SIGLEC9"               
##  [9195] "SIGLEC7"                "SIGLEC17P"             
##  [9197] "CD33"                   "IGLON5"                
##  [9199] "VSIG10L"                "ETFB"                  
##  [9201] "CLDND2"                 "NKG7"                  
##  [9203] "LIM2"                   "SIGLEC10"              
##  [9205] "LOC100129083"           "SIGLEC8"               
##  [9207] "SIGLEC12"               "SIGLEC6"               
##  [9209] "ZNF175"                 "SIGLEC5"               
##  [9211] "SIGLEC14"               "HAS1"                  
##  [9213] "FPR1"                   "FPR2"                  
##  [9215] "FPR3"                   "ZNF577"                
##  [9217] "ZNF649"                 "ZNF613"                
##  [9219] "ZNF350"                 "ZNF615"                
##  [9221] "ZNF614"                 "ZNF432"                
##  [9223] "ZNF841"                 "ZNF616"                
##  [9225] "ZNF836"                 "PPP2R1A"               
##  [9227] "ZNF766"                 "ZNF480"                
##  [9229] "ZNF610"                 "ZNF880"                
##  [9231] "ZNF528"                 "ZNF534"                
##  [9233] "ZNF578"                 "ZNF808"                
##  [9235] "ZNF701"                 "ZNF137P"               
##  [9237] "ZNF83"                  "ZNF611"                
##  [9239] "ZNF600"                 "ZNF28"                 
##  [9241] "ZNF468"                 "ZNF320"                
##  [9243] "ZNF321P"                "ZNF816"                
##  [9245] "ZNF702P"                "ERVV-1"                
##  [9247] "ZNF160"                 "ZNF415"                
##  [9249] "ZNF347"                 "ZNF665"                
##  [9251] "ZNF818P"                "ZNF677"                
##  [9253] "ZNF845"                 "ZNF525"                
##  [9255] "ZNF765"                 "ZNF761"                
##  [9257] "TPM3P9"                 "ZNF813"                
##  [9259] "ZNF331"                 "NLRP12"                
##  [9261] "MYADM"                  "PRKCG"                 
##  [9263] "CACNG7"                 "CACNG8"                
##  [9265] "CACNG6"                 "VSTM1"                 
##  [9267] "OSCAR"                  "NDUFA3"                
##  [9269] "TFPT"                   "PRPF31"                
##  [9271] "CNOT3"                  "LENG1"                 
##  [9273] "TMC4"                   "MBOAT7"                
##  [9275] "TSEN34"                 "RPS9"                  
##  [9277] "LILRB3"                 "LILRA6"                
##  [9279] "LILRB5"                 "LILRB2"                
##  [9281] "LILRA3"                 "LILRA5"                
##  [9283] "LILRA4"                 "LAIR1"                 
##  [9285] "TTYH1"                  "LENG8"                 
##  [9287] "LENG9"                  "CDC42EP5"              
##  [9289] "LAIR2"                  "LILRA2"                
##  [9291] "LILRA1"                 "LILRB1"                
##  [9293] "LILRB4"                 "KIR2DL3"               
##  [9295] "KIR2DL1"                "KIR3DL1"               
##  [9297] "KIR3DL2"                "FCAR"                  
##  [9299] "NCR1"                   "NLRP7"                 
##  [9301] "NLRP2"                  "GP6"                   
##  [9303] "RDH13"                  "EPS8L1"                
##  [9305] "PPP1R12C"               "TNNT1"                 
##  [9307] "TNNI3"                  "DNAAF3"                
##  [9309] "SYT5"                   "PTPRH"                 
##  [9311] "TMEM86B"                "PPP6R1"                
##  [9313] "HSPBP1"                 "BRSK1"                 
##  [9315] "TMEM150B"               "COX6B2"                
##  [9317] "FAM71E2"                "IL11"                  
##  [9319] "TMEM190"                "TMEM238"               
##  [9321] "RPL28"                  "UBE2S"                 
##  [9323] "SHISA7"                 "ISOC2"                 
##  [9325] "ZNF628"                 "NAT14"                 
##  [9327] "SSC5D"                  "SBK2"                  
##  [9329] "ZNF579"                 "FIZ1"                  
##  [9331] "ZNF524"                 "ZNF865"                
##  [9333] "ZNF784"                 "ZNF580"                
##  [9335] "ZNF581"                 "CCDC106"               
##  [9337] "U2AF2"                  "EPN1"                  
##  [9339] "NLRP9"                  "RFPL4A"                
##  [9341] "NLRP11"                 "NLRP4"                 
##  [9343] "ZNF787"                 "ZNF444"                
##  [9345] "ZSCAN5B"                "ZSCAN5A"               
##  [9347] "ZNF582"                 "ZNF582-AS1"            
##  [9349] "ZNF583"                 "ZNF667"                
##  [9351] "ZNF471"                 "ZFP28"                 
##  [9353] "ZNF470"                 "ZNF71"                 
##  [9355] "SMIM17"                 "ZNF835"                
##  [9357] "PEG3"                   "DUXA"                  
##  [9359] "ZNF264"                 "AURKC"                 
##  [9361] "ZNF805"                 "ZNF460"                
##  [9363] "ZNF543"                 "ZNF304"                
##  [9365] "ZNF547"                 "ZNF548"                
##  [9367] "ZNF17"                  "ZNF749"                
##  [9369] "VN1R1"                  "ZNF772"                
##  [9371] "ZNF419"                 "ZNF773"                
##  [9373] "ZNF549"                 "ZNF550"                
##  [9375] "ZNF416"                 "ZIK1"                  
##  [9377] "ZNF530"                 "ZNF134"                
##  [9379] "ZNF211"                 "ZSCAN4"                
##  [9381] "ZNF551"                 "ZNF154"                
##  [9383] "ZNF671"                 "ZNF776"                
##  [9385] "ZNF586"                 "ZNF552"                
##  [9387] "FKBP1AP1"               "ZNF587B"               
##  [9389] "ZNF587"                 "ZNF814"                
##  [9391] "ZNF417"                 "ZNF418"                
##  [9393] "ZNF256"                 "C19orf18"              
##  [9395] "ZNF606"                 "LOC100128398"          
##  [9397] "ZSCAN1"                 "ZNF135"                
##  [9399] "ZSCAN18"                "ZNF329"                
##  [9401] "ZNF274"                 "ZNF544"                
##  [9403] "ZNF8"                   "ZSCAN22"               
##  [9405] "A1BG"                   "A1BG-AS1"              
##  [9407] "ZNF497"                 "ZNF837"                
##  [9409] "MIR4754"                "RPS5"                  
##  [9411] "ZNF584"                 "ZNF132"                
##  [9413] "ZNF324B"                "ZNF324"                
##  [9415] "ZNF446"                 "SLC27A5"               
##  [9417] "ZBTB45"                 "TRIM28"                
##  [9419] "CHMP2A"                 "UBE2M"                 
##  [9421] "MZF1"                   "FAM110C"               
##  [9423] "SH3YL1"                 "ACP1"                  
##  [9425] "TMEM18"                 "SNTG2"                 
##  [9427] "TPO"                    "PXDN"                  
##  [9429] "MYT1L"                  "TRAPPC12"              
##  [9431] "ADI1"                   "RNASEH1"               
##  [9433] "RPS7"                   "COLEC11"               
##  [9435] "ALLC"                   "SOX11"                 
##  [9437] "LINC00487"              "CMPK2"                 
##  [9439] "RSAD2"                  "RNF144A-AS1"           
##  [9441] "RNF144A"                "LINC00299"             
##  [9443] "ID2"                    "KIDINS220"             
##  [9445] "MBOAT2"                 "ASAP2"                 
##  [9447] "ITGB1BP1"               "CPSF3"                 
##  [9449] "IAH1"                   "ADAM17"                
##  [9451] "YWHAQ"                  "TAF1B"                 
##  [9453] "GRHL1"                  "KLF11"                 
##  [9455] "CYS1"                   "RRM2"                  
##  [9457] "C2orf48"                "HPCAL1"                
##  [9459] "ODC1"                   "SNORA80B"              
##  [9461] "NOL10"                  "ATP6V1C2"              
##  [9463] "PDIA6"                  "KCNF1"                 
##  [9465] "C2orf50"                "PQLC3"                 
##  [9467] "ROCK2"                  "E2F6"                  
##  [9469] "GREB1"                  "LPIN1"                 
##  [9471] "TRIB2"                  "LOC100506474"          
##  [9473] "FAM84A"                 "NBAS"                  
##  [9475] "DDX1"                   "MYCNOS"                
##  [9477] "MYCN"                   "FAM49A"                
##  [9479] "RAD51AP2"               "VSNL1"                 
##  [9481] "SMC6"                   "GEN1"                  
##  [9483] "MSGN1"                  "KCNS3"                 
##  [9485] "RDH14"                  "OSR1"                  
##  [9487] "TTC32"                  "WDR35"                 
##  [9489] "MATN3"                  "LAPTM4A"               
##  [9491] "SDC1"                   "PUM2"                  
##  [9493] "RHOB"                   "HS1BP3"                
##  [9495] "GDF7"                   "APOB"                  
##  [9497] "KLHL29"                 "ATAD2B"                
##  [9499] "UBXN2A"                 "MFSD2B"                
##  [9501] "FKBP1B"                 "TP53I3"                
##  [9503] "PFN4"                   "FAM228B"               
##  [9505] "FAM228A"                "ITSN2"                 
##  [9507] "NCOA1"                  "PTRHD1"                
##  [9509] "CENPO"                  "ADCY3"                 
##  [9511] "DNAJC27"                "DNAJC27-AS1"           
##  [9513] "EFR3B"                  "POMC"                  
##  [9515] "DNMT3A"                 "DTNB"                  
##  [9517] "ASXL2"                  "KIF3C"                 
##  [9519] "RAB10"                  "HADHA"                 
##  [9521] "HADHB"                  "OTOF"                  
##  [9523] "C2orf70"                "CIB4"                  
##  [9525] "KCNK3"                  "SLC35F6"               
##  [9527] "CENPA"                  "DPYSL5"                
##  [9529] "MAPRE3"                 "TMEM214"               
##  [9531] "AGBL5"                  "OST4"                  
##  [9533] "EMILIN1"                "KHK"                   
##  [9535] "CGREF1"                 "ABHD1"                 
##  [9537] "PREB"                   "SLC5A6"                
##  [9539] "ATRAID"                 "CAD"                   
##  [9541] "SLC30A3"                "DNAJC5G"               
##  [9543] "TRIM54"                 "UCN"                   
##  [9545] "MPV17"                  "GTF3C2"                
##  [9547] "EIF2B4"                 "SNX17"                 
##  [9549] "ZNF513"                 "PPM1G"                 
##  [9551] "FTH1P3"                 "NRBP1"                 
##  [9553] "KRTCAP3"                "IFT172"                
##  [9555] "FNDC4"                  "GCKR"                  
##  [9557] "C2orf16"                "ZNF512"                
##  [9559] "CCDC121"                "GPN1"                  
##  [9561] "SUPT7L"                 "SLC4A1AP"              
##  [9563] "MRPL33"                 "RBKS"                  
##  [9565] "BRE-AS1"                "MIR4263"               
##  [9567] "LOC100505716"           "FOSL2"                 
##  [9569] "PLB1"                   "PPP1CB"                
##  [9571] "SPDYA"                  "TRMT61B"               
##  [9573] "WDR43"                  "SNORD92"               
##  [9575] "SNORD53"                "CLIP4"                 
##  [9577] "ALK"                    "YPEL5"                 
##  [9579] "LBH"                    "LCLAT1"                
##  [9581] "CAPN13"                 "GALNT14"               
##  [9583] "CAPN14"                 "EHD3"                  
##  [9585] "XDH"                    "SRD5A2"                
##  [9587] "MEMO1"                  "DPY30"                 
##  [9589] "SPAST"                  "SLC30A6"               
##  [9591] "NLRC4"                  "YIPF4"                 
##  [9593] "BIRC6"                  "TTC27"                 
##  [9595] "LTBP1"                  "RASGRP3"               
##  [9597] "FAM98A"                 "LOC100288911"          
##  [9599] "CRIM1"                  "FEZ2"                  
##  [9601] "VIT"                    "STRN"                  
##  [9603] "HEATR5B"                "GPATCH11"              
##  [9605] "EIF2AK2"                "CEBPZ"                 
##  [9607] "NDUFAF7"                "PRKD3"                 
##  [9609] "QPCT"                   "CDC42EP3"              
##  [9611] "RMDN2"                  "CYP1B1"                
##  [9613] "CYP1B1-AS1"             "ATL2"                  
##  [9615] "GALM"                   "SRSF7"                 
##  [9617] "GEMIN6"                 "DHX57"                 
##  [9619] "MORN2"                  "ARHGEF33"              
##  [9621] "LOC375196"              "SOS1"                  
##  [9623] "CDKL4"                  "MAP4K3"                
##  [9625] "LOC728730"              "TMEM178A"              
##  [9627] "THUMPD2"                "SLC8A1-AS1"            
##  [9629] "SLC8A1"                 "C2orf91"               
##  [9631] "PKDCC"                  "EML4"                  
##  [9633] "COX7A2L"                "KCNG3"                 
##  [9635] "MTA3"                   "OXER1"                 
##  [9637] "HAAO"                   "ZFP36L2"               
##  [9639] "THADA"                  "PLEKHH2"               
##  [9641] "DYNC2LI1"               "ABCG5"                 
##  [9643] "ABCG8"                  "LRPPRC"                
##  [9645] "PPM1B"                  "SLC3A1"                
##  [9647] "PREPL"                  "CAMKMT"                
##  [9649] "SIX3"                   "SIX2"                  
##  [9651] "SRBD1"                  "PRKCE"                 
##  [9653] "EPAS1"                  "ATP6V1E2"              
##  [9655] "RHOQ"                   "PIGF"                  
##  [9657] "CRIPT"                  "SOCS5"                 
##  [9659] "MCFD2"                  "TTC7A"                 
##  [9661] "CALM2"                  "EPCAM"                 
##  [9663] "MSH2"                   "KCNK12"                
##  [9665] "MSH6"                   "FBXO11"                
##  [9667] "FOXN2"                  "PPP1R21"               
##  [9669] "STON1-GTF2A1L"          "STON1"                 
##  [9671] "NRXN1"                  "ASB3"                  
##  [9673] "CHAC2"                  "ERLEC1"                
##  [9675] "MIR3682"                "GPR75"                 
##  [9677] "PSME4"                  "ACYP2"                 
##  [9679] "C2orf73"                "SPTBN1"                
##  [9681] "RPL23AP32"              "EML6"                  
##  [9683] "RTN4"                   "CLHC1"                 
##  [9685] "RPS27A"                 "MTIF2"                 
##  [9687] "PRORSD1P"               "CCDC88A"               
##  [9689] "PNPT1"                  "EFEMP1"                
##  [9691] "CCDC85A"                "VRK2"                  
##  [9693] "FANCL"                  "BCL11A"                
##  [9695] "PAPOLG"                 "REL"                   
##  [9697] "PUS10"                  "PEX13"                 
##  [9699] "KIAA1841"               "LOC339803"             
##  [9701] "C2orf74"                "USP34"                 
##  [9703] "XPO1"                   "FAM161A"               
##  [9705] "CCT4"                   "COMMD1"                
##  [9707] "B3GNT2"                 "TMEM17"                
##  [9709] "EHBP1"                  "LOC100132215"          
##  [9711] "OTX1"                   "WDPCP"                 
##  [9713] "MDH1"                   "UGP2"                  
##  [9715] "VPS54"                  "PELI1"                 
##  [9717] "LGALSL"                 "AFTPH"                 
##  [9719] "SERTAD2"                "SLC1A4"                
##  [9721] "CEP68"                  "RAB1A"                 
##  [9723] "ACTR2"                  "SPRED2"                
##  [9725] "MEIS1-AS3"              "MEIS1"                 
##  [9727] "ETAA1"                  "C1D"                   
##  [9729] "WDR92"                  "PNO1"                  
##  [9731] "PPP3R1"                 "CNRIP1"                
##  [9733] "PLEK"                   "FBXO48"                
##  [9735] "APLF"                   "ARHGAP25"              
##  [9737] "GKN2"                   "GKN1"                  
##  [9739] "ANTXR1"                 "GFPT1"                 
##  [9741] "NFU1"                   "AAK1"                  
##  [9743] "ANXA4"                  "GMCL1"                 
##  [9745] "SNRNP27"                "MXD1"                  
##  [9747] "ASPRV1"                 "PCBP1-AS1"             
##  [9749] "PCBP1"                  "C2orf42"               
##  [9751] "TIA1"                   "PCYOX1"                
##  [9753] "SNRPG"                  "FAM136A"               
##  [9755] "TGFA"                   "ADD2"                  
##  [9757] "FIGLA"                  "CLEC4F"                
##  [9759] "CD207"                  "VAX2"                  
##  [9761] "ATP6V1B1"               "ANKRD53"               
##  [9763] "TEX261"                 "OR7E91P"               
##  [9765] "NAGK"                   "MCEE"                  
##  [9767] "MPHOSPH10"              "PAIP2B"                
##  [9769] "ZNF638"                 "DYSF"                  
##  [9771] "CYP26B1"                "EXOC6B"                
##  [9773] "SPR"                    "EMX1"                  
##  [9775] "SFXN5"                  "RAB11FIP5"             
##  [9777] "NOTO"                   "SMYD5"                 
##  [9779] "PRADC1"                 "CCT7"                  
##  [9781] "FBXO41"                 "EGR4"                  
##  [9783] "ALMS1"                  "NAT8"                  
##  [9785] "TPRKB"                  "DUSP11"                
##  [9787] "STAMBP"                 "ACTG2"                 
##  [9789] "DGUOK"                  "TET3"                  
##  [9791] "BOLA3"                  "BOLA3-AS1"             
##  [9793] "MOB1A"                  "MTHFD2"                
##  [9795] "SLC4A5"                 "DCTN1"                 
##  [9797] "DCTN1-AS1"              "C2orf81"               
##  [9799] "WDR54"                  "RTKN"                  
##  [9801] "INO80B"                 "WBP1"                  
##  [9803] "MOGS"                   "MRPL53"                
##  [9805] "CCDC142"                "TTC31"                 
##  [9807] "LBX2"                   "LBX2-AS1"              
##  [9809] "PCGF1"                  "TLX2"                  
##  [9811] "DQX1"                   "AUP1"                  
##  [9813] "HTRA2"                  "LOXL3"                 
##  [9815] "DOK1"                   "M1AP"                  
##  [9817] "SEMA4F"                 "HK2"                   
##  [9819] "POLE4"                  "TACR1"                 
##  [9821] "EVA1A"                  "MRPL19"                
##  [9823] "GCFC2"                  "LRRTM4"                
##  [9825] "CTNNA2"                 "SUCLG1"                
##  [9827] "DNAH6"                  "TRABD2A"               
##  [9829] "TMSB10"                 "KCMF1"                 
##  [9831] "TCF7L1"                 "TGOLN2"                
##  [9833] "RETSAT"                 "ELMOD3"                
##  [9835] "CAPG"                   "SH2D6"                 
##  [9837] "MAT2A"                  "GGCX"                  
##  [9839] "VAMP8"                  "VAMP5"                 
##  [9841] "RNF181"                 "TMEM150A"              
##  [9843] "USP39"                  "C2orf68"               
##  [9845] "SFTPB"                  "GNLY"                  
##  [9847] "ATOH8"                  "LOC284950"             
##  [9849] "ST3GAL5"                "POLR1A"                
##  [9851] "PTCD3"                  "SNORD94"               
##  [9853] "IMMT"                   "MRPL35"                
##  [9855] "REEP1"                  "KDM3A"                 
##  [9857] "CHMP3"                  "RNF103-CHMP3"          
##  [9859] "RNF103"                 "RMND5A"                
##  [9861] "CD8A"                   "CD8B"                  
##  [9863] "RGPD1"                  "LOC285074"             
##  [9865] "KRCC1"                  "FABP1"                 
##  [9867] "THNSL2"                 "EIF2AK3"               
##  [9869] "RPIA"                   "ANKRD36BP2"            
##  [9871] "GGT8P"                  "TEKT4"                 
##  [9873] "MAL"                    "MRPS5"                 
##  [9875] "ZNF514"                 "ZNF2"                  
##  [9877] "PROM2"                  "KCNIP3"                
##  [9879] "FAHD2A"                 "FAHD2CP"               
##  [9881] "GPAT2"                  "ADRA2B"                
##  [9883] "ASTL"                   "DUSP2"                 
##  [9885] "STARD7"                 "TMEM127"               
##  [9887] "CIAO1"                  "SNRNP200"              
##  [9889] "ITPRIPL1"               "NCAPH"                 
##  [9891] "NEURL3"                 "ARID5A"                
##  [9893] "KANSL3"                 "FER1L5"                
##  [9895] "LMAN2L"                 "CNNM4"                 
##  [9897] "CNNM3"                  "ANKRD23"               
##  [9899] "ANKRD39"                "SEMA4C"                
##  [9901] "FAM178B"                "FAHD2B"                
##  [9903] "ANKRD36"                "LOC100506123"          
##  [9905] "ANKRD36B"               "COX5B"                 
##  [9907] "ACTR1B"                 "ZAP70"                 
##  [9909] "TMEM131"                "VWA3B"                 
##  [9911] "CNGA3"                  "INPP4A"                
##  [9913] "COA5"                   "UNC50"                 
##  [9915] "MGAT4A"                 "KIAA1211L"             
##  [9917] "TSGA10"                 "C2orf15"               
##  [9919] "LIPT1"                  "MITD1"                 
##  [9921] "MRPL30"                 "LYG2"                  
##  [9923] "LYG1"                   "TXNDC9"                
##  [9925] "EIF5B"                  "REV1"                  
##  [9927] "AFF3"                   "LONRF2"                
##  [9929] "CHST10"                 "PDCL3"                 
##  [9931] "NPAS2"                  "RPL31"                 
##  [9933] "TBC1D8"                 "CNOT11"                
##  [9935] "SNORD89"                "RNF149"                
##  [9937] "CREG2"                  "RFX8"                  
##  [9939] "MAP4K4"                 "IL1R2"                 
##  [9941] "IL1R1"                  "IL1RL2"                
##  [9943] "IL1RL1"                 "IL18R1"                
##  [9945] "IL18RAP"                "SLC9A4"                
##  [9947] "SLC9A2"                 "MFSD9"                 
##  [9949] "TMEM182"                "POU3F3"                
##  [9951] "MRPS9"                  "GPR45"                 
##  [9953] "TGFBRAP1"               "C2orf49"               
##  [9955] "FHL2"                   "LOC285000"             
##  [9957] "NCK2"                   "C2orf40"               
##  [9959] "UXS1"                   "RGPD3"                 
##  [9961] "ST6GAL2"                "RGPD4"                 
##  [9963] "SULT1C2"                "SULT1C4"               
##  [9965] "GCC2"                   "LIMS1"                 
##  [9967] "RANBP2"                 "CCDC138"               
##  [9969] "EDAR"                   "SH3RF3-AS1"            
##  [9971] "SH3RF3"                 "SEPT10"                
##  [9973] "SOWAHC"                 "MALL"                  
##  [9975] "NPHP1"                  "BUB1"                  
##  [9977] "ACOXL"                  "BCL2L11"               
##  [9979] "ANAPC1"                 "MERTK"                 
##  [9981] "TMEM87B"                "FBLN7"                 
##  [9983] "ZC3H8"                  "ZC3H6"                 
##  [9985] "TTL"                    "POLR1B"                
##  [9987] "CHCHD5"                 "FLJ42351"              
##  [9989] "SLC20A1"                "CKAP2L"                
##  [9991] "IL1A"                   "IL1B"                  
##  [9993] "IL37"                   "IL36G"                 
##  [9995] "IL36A"                  "IL36B"                 
##  [9997] "IL36RN"                 "IL1F10"                
##  [9999] "IL1RN"                  "PSD4"                  
## [10001] "PAX8"                   "CBWD2"                 
## [10003] "FOXD4L1"                "WASH2P"                
## [10005] "DDX11L2"                "RPL23AP7"              
## [10007] "RABL2A"                 "SLC35F5"               
## [10009] "MIR4782"                "ACTR3"                 
## [10011] "DDX18"                  "CCDC93"                
## [10013] "INSIG2"                 "EN1"                   
## [10015] "MARCO"                  "C1QL2"                 
## [10017] "STEAP3"                 "C2orf76"               
## [10019] "DBI"                    "TMEM37"                
## [10021] "SCTR"                   "TMEM177"               
## [10023] "PTPN4"                  "EPB41L5"               
## [10025] "TMEM185B"               "RALB"                  
## [10027] "INHBB"                  "GLI2"                  
## [10029] "TFCP2L1"                "CLASP1"                
## [10031] "RNU4ATAC"               "TSN"                   
## [10033] "CNTNAP5"                "GYPC"                  
## [10035] "BIN1"                   "CYP27C1"               
## [10037] "ERCC3"                  "MAP3K2"                
## [10039] "PROC"                   "IWS1"                  
## [10041] "MYO7B"                  "LIMS2"                 
## [10043] "GPR17"                  "SFT2D3"                
## [10045] "WDR33"                  "POLR2D"                
## [10047] "AMMECR1L"               "SAP130"                
## [10049] "UGGT1"                  "HS6ST1"                
## [10051] "RAB6C"                  "POTEF"                 
## [10053] "CCDC74B"                "SMPD4"                 
## [10055] "MZT2B"                  "TUBA3E"                
## [10057] "CCDC115"                "IMP4"                  
## [10059] "PTPN18"                 "ARHGEF4"               
## [10061] "FAM168B"                "PLEKHB2"               
## [10063] "POTEE"                  "TUBA3D"                
## [10065] "MZT2A"                  "MIR4784"               
## [10067] "LOC150776"              "CCDC74A"               
## [10069] "C2orf27A"               "GPR39"                 
## [10071] "LYPD1"                  "NCKAP5"                
## [10073] "MGAT5"                  "TMEM163"               
## [10075] "ACMSD"                  "CCNT2"                 
## [10077] "MAP3K19"                "RAB3GAP1"              
## [10079] "ZRANB3"                 "R3HDM1"                
## [10081] "UBXN4"                  "LCT"                   
## [10083] "MCM6"                   "DARS"                  
## [10085] "CXCR4"                  "THSD7B"                
## [10087] "HNMT"                   "SPOPL"                 
## [10089] "NXPH2"                  "LRP1B"                 
## [10091] "KYNU"                   "ARHGAP15"              
## [10093] "GTDC1"                  "ZEB2"                  
## [10095] "ZEB2-AS1"               "PABPC1P2"              
## [10097] "ACVR2A"                 "ORC4"                  
## [10099] "MBD5"                   "EPC2"                  
## [10101] "KIF5C"                  "LYPD6B"                
## [10103] "LYPD6"                  "MMADHC"                
## [10105] "RND3"                   "RBM43"                 
## [10107] "NMI"                    "TNFAIP6"               
## [10109] "RIF1"                   "NEB"                   
## [10111] "ARL5A"                  "CACNB4"                
## [10113] "STAM2"                  "FMNL2"                 
## [10115] "PRPF40A"                "ARL6IP6"               
## [10117] "RPRM"                   "GALNT13"               
## [10119] "LOC100144595"           "KCNJ3"                 
## [10121] "NR4A2"                  "GPD2"                  
## [10123] "GALNT5"                 "ERMN"                  
## [10125] "CYTIP"                  "ACVR1C"                
## [10127] "ACVR1"                  "UPP2"                  
## [10129] "CCDC148"                "PKP4"                  
## [10131] "DAPL1"                  "TANC1"                 
## [10133] "WDSUB1"                 "BAZ2B"                 
## [10135] "MARCH7"                 "CD302"                 
## [10137] "LY75"                   "PLA2R1"                
## [10139] "ITGB6"                  "RBMS1"                 
## [10141] "MIR4785"                "TANK"                  
## [10143] "PSMD14"                 "TBR1"                  
## [10145] "AHCTF1P1"               "SLC4A10"               
## [10147] "DPP4"                   "FAP"                   
## [10149] "IFIH1"                  "GCA"                   
## [10151] "KCNH7"                  "FIGN"                  
## [10153] "GRB14"                  "COBLL1"                
## [10155] "SNORA70F"               "SLC38A11"              
## [10157] "SCN3A"                  "SCN2A"                 
## [10159] "CSRNP3"                 "GALNT3"                
## [10161] "LOC100506124"           "TTC21B"                
## [10163] "SCN1A"                  "SCN9A"                 
## [10165] "SCN7A"                  "XIRP2"                 
## [10167] "B3GALT1"                "STK39"                 
## [10169] "CERS6"                  "CERS6-AS1"             
## [10171] "NOSTRIN"                "SPC25"                 
## [10173] "ABCB11"                 "DHRS9"                 
## [10175] "LRP2"                   "BBS5"                  
## [10177] "KLHL41"                 "FASTKD1"               
## [10179] "PPIG"                   "CCDC173"               
## [10181] "PHOSPHO2"               "KLHL23"                
## [10183] "SSB"                    "METTL5"                
## [10185] "UBR3"                   "MYO3B"                 
## [10187] "SP5"                    "GAD1"                  
## [10189] "GORASP2"                "TLK1"                  
## [10191] "METTL8"                 "DCAF17"                
## [10193] "CYBRD1"                 "DYNC1I2"               
## [10195] "SLC25A12"               "HAT1"                  
## [10197] "METAP1D"                "DLX1"                  
## [10199] "DLX2"                   "ITGA6"                 
## [10201] "PDK1"                   "RAPGEF4-AS1"           
## [10203] "RAPGEF4"                "CDCA7"                 
## [10205] "SP3"                    "OLA1"                  
## [10207] "SP9"                    "CIR1"                  
## [10209] "SCRN3"                  "GPR155"                
## [10211] "WIPF1"                  "CHRNA1"                
## [10213] "CHN1"                   "ATF2"                  
## [10215] "MIR933"                 "HOXD13"                
## [10217] "HOXD12"                 "HOXD11"                
## [10219] "HOXD10"                 "HOXD9"                 
## [10221] "HOXD8"                  "HOXD-AS2"              
## [10223] "MIR10B"                 "HOXD4"                 
## [10225] "HOXD3"                  "HOXD1"                 
## [10227] "MTX2"                   "HNRNPA3"               
## [10229] "MIR4444-1"              "NFE2L2"                
## [10231] "LOC100130691"           "AGPS"                  
## [10233] "TTC30B"                 "TTC30A"                
## [10235] "PDE11A"                 "RBM45"                 
## [10237] "OSBPL6"                 "MIR548N"               
## [10239] "PRKRA"                  "FKBP7"                 
## [10241] "PLEKHA3"                "TTN-AS1"               
## [10243] "TTN"                    "CCDC141"               
## [10245] "SESTD1"                 "ZNF385B"               
## [10247] "CWC22"                  "UBE2E3"                
## [10249] "ITGA4"                  "CERKL"                 
## [10251] "PPP1R1C"                "PDE1A"                 
## [10253] "DNAJC10"                "FRZB"                  
## [10255] "NCKAP1"                 "DUSP19"                
## [10257] "NUP35"                  "ZNF804A"               
## [10259] "FSIP2"                  "ZC3H15"                
## [10261] "ITGAV"                  "FAM171B"               
## [10263] "CALCRL"                 "TFPI"                  
## [10265] "GULP1"                  "MIR561"                
## [10267] "COL3A1"                 "COL5A2"                
## [10269] "WDR75"                  "SLC40A1"               
## [10271] "ASNSD1"                 "ANKAR"                 
## [10273] "OSGEPL1"                "ORMDL1"                
## [10275] "PMS1"                   "MSTN"                  
## [10277] "C2orf88"                "HIBCH"                 
## [10279] "INPP1"                  "MFSD6"                 
## [10281] "NAB1"                   "GLS"                   
## [10283] "STAT1"                  "STAT4"                 
## [10285] "MYO1B"                  "NABP1"                 
## [10287] "TMEFF2"                 "SLC39A10"              
## [10289] "DNAH7"                  "STK17B"                
## [10291] "HECW2"                  "CCDC150"               
## [10293] "GTF3C3"                 "C2orf66"               
## [10295] "PGAP1"                  "ANKRD44"               
## [10297] "SF3B1"                  "COQ10B"                
## [10299] "HSPD1"                  "HSPE1"                 
## [10301] "MOB4"                   "RFTN2"                 
## [10303] "MARS2"                  "BOLL"                  
## [10305] "PLCL1"                  "SATB2"                 
## [10307] "SATB2-AS1"              "C2orf69"               
## [10309] "TYW5"                   "SPATS2L"               
## [10311] "KCTD18"                 "AOX1"                  
## [10313] "BZW1"                   "CLK1"                  
## [10315] "PPIL3"                  "NIF3L1"                
## [10317] "ORC2"                   "FAM126B"               
## [10319] "NDUFB3"                 "CFLAR"                 
## [10321] "CFLAR-AS1"              "CASP10"                
## [10323] "CASP8"                  "ALS2CR12"              
## [10325] "TRAK2"                  "STRADB"                
## [10327] "TMEM237"                "MPP4"                  
## [10329] "ALS2"                   "CDK15"                 
## [10331] "FZD7"                   "SUMO1"                 
## [10333] "NOP58"                  "SNORD11"               
## [10335] "BMPR2"                  "FAM117B"               
## [10337] "ICA1L"                  "WDR12"                 
## [10339] "NBEAL1"                 "CYP20A1"               
## [10341] "ABI2"                   "RAPH1"                 
## [10343] "CD28"                   "CTLA4"                 
## [10345] "ICOS"                   "PARD3B"                
## [10347] "NRP2"                   "INO80D"                
## [10349] "GCSHP3"                 "NDUFS1"                
## [10351] "EEF1B2"                 "SNORD51"               
## [10353] "SNORA41"                "GPR1"                  
## [10355] "ZDBF2"                  "ADAM23"                
## [10357] "DYTN"                   "MDH1B"                 
## [10359] "FASTKD2"                "CPO"                   
## [10361] "KLF7"                   "CREB1"                 
## [10363] "METTL21A"               "CCNYL1"                
## [10365] "FZD5"                   "PLEKHM3"               
## [10367] "IDH1"                   "IDH1-AS1"              
## [10369] "PIKFYVE"                "PTH2R"                 
## [10371] "MAP2"                   "UNC80"                 
## [10373] "RPE"                    "KANSL1L"               
## [10375] "ACADL"                  "LANCL1"                
## [10377] "CPS1"                   "ERBB4"                 
## [10379] "IKZF2"                  "LOC100130451"          
## [10381] "SPAG16"                 "BARD1"                 
## [10383] "ABCA12"                 "ATIC"                  
## [10385] "FN1"                    "LINC00607"             
## [10387] "MREG"                   "PECR"                  
## [10389] "TMEM169"                "XRCC5"                 
## [10391] "MARCH4"                 "SMARCAL1"              
## [10393] "RPL37A"                 "IGFBP2"                
## [10395] "IGFBP5"                 "DIRC3"                 
## [10397] "TNS1"                   "RUFY4"                 
## [10399] "CXCR2P1"                "CXCR2"                 
## [10401] "CXCR1"                  "ARPC2"                 
## [10403] "GPBAR1"                 "AAMP"                  
## [10405] "PNKD"                   "TMBIM1"                
## [10407] "SLC11A1"                "CTDSP1"                
## [10409] "MIR26B"                 "VIL1"                  
## [10411] "USP37"                  "PLCD4"                 
## [10413] "ZNF142"                 "BCS1L"                 
## [10415] "RNF25"                  "STK36"                 
## [10417] "TTLL4"                  "CYP27A1"               
## [10419] "WNT6"                   "WNT10A"                
## [10421] "CDK5R2"                 "CRYBA2"                
## [10423] "IHH"                    "MIR3131"               
## [10425] "NHEJ1"                  "SLC23A3"               
## [10427] "CNPPD1"                 "ZFAND2B"               
## [10429] "ABCB6"                  "ATG9A"                 
## [10431] "ANKZF1"                 "GLB1L"                 
## [10433] "STK16"                  "TUBA4A"                
## [10435] "TUBA4B"                 "DNAJB2"                
## [10437] "PTPRN"                  "DNPEP"                 
## [10439] "DES"                    "SPEG"                  
## [10441] "GMPPA"                  "ASIC4"                 
## [10443] "CHPF"                   "TMEM198"               
## [10445] "OBSL1"                  "INHA"                  
## [10447] "STK11IP"                "SLC4A3"                
## [10449] "EPHA4"                  "PAX3"                  
## [10451] "SGPP2"                  "FARSB"                 
## [10453] "MOGAT1"                 "ACSL3"                 
## [10455] "KCNE4"                  "SCG2"                  
## [10457] "AP1S3"                  "WDFY1"                 
## [10459] "MRPL44"                 "SERPINE2"              
## [10461] "FAM124B"                "CUL3"                  
## [10463] "DOCK10"                 "NYAP2"                 
## [10465] "IRS1"                   "RHBDD1"                
## [10467] "COL4A4"                 "COL4A3"                
## [10469] "MFF"                    "TM4SF20"               
## [10471] "AGFG1"                  "C2orf83"               
## [10473] "SLC19A3"                "CCL20"                 
## [10475] "DAW1"                   "PID1"                  
## [10477] "DNER"                   "TRIP12"                
## [10479] "FBXO36"                 "SLC16A14"              
## [10481] "SP110"                  "SP140"                 
## [10483] "SP140L"                 "SP100"                 
## [10485] "CAB39"                  "ITM2C"                 
## [10487] "GPR55"                  "C2orf72"               
## [10489] "PSMD1"                  "HTR2B"                 
## [10491] "ARMC9"                  "B3GNT7"                
## [10493] "NCL"                    "SNORA75"               
## [10495] "SNORD20"                "SNORD82"               
## [10497] "LINC00471"              "NMUR1"                 
## [10499] "PTMA"                   "PDE6D"                 
## [10501] "COPS7B"                 "NPPC"                  
## [10503] "DIS3L2"                 "ALPP"                  
## [10505] "ECEL1P2"                "ECEL1"                 
## [10507] "PRSS56"                 "CHRND"                 
## [10509] "CHRNG"                  "TIGD1"                 
## [10511] "EIF4E2"                 "EFHD1"                 
## [10513] "GIGYF2"                 "KCNJ13"                
## [10515] "NGEF"                   "INPP5D"                
## [10517] "ATG16L1"                "SCARNA5"               
## [10519] "SCARNA6"                "DGKD"                  
## [10521] "USP40"                  "UGT1A8"                
## [10523] "UGT1A10"                "UGT1A9"                
## [10525] "UGT1A7"                 "UGT1A6"                
## [10527] "UGT1A3"                 "LOC100286922"          
## [10529] "UGT1A1"                 "HJURP"                 
## [10531] "MSL3P1"                 "TRPM8"                 
## [10533] "ARL4C"                  "SH3BP4"                
## [10535] "AGAP1"                  "GBX2"                  
## [10537] "ASB18"                  "IQCA1"                 
## [10539] "COPS8"                  "COL6A3"                
## [10541] "MLPH"                   "PRLH"                  
## [10543] "RAB17"                  "LRRFIP1"               
## [10545] "RBM44"                  "RAMP1"                 
## [10547] "UBE2F"                  "SCLY"                  
## [10549] "ESPNL"                  "KLHL30"                
## [10551] "ILKAP"                  "LOC151174"             
## [10553] "LOC643387"              "HES6"                  
## [10555] "PER2"                   "TRAF3IP1"              
## [10557] "ASB1"                   "TWIST2"                
## [10559] "HDAC4"                  "MGC16025"              
## [10561] "MIR4786"                "NDUFA10"               
## [10563] "GPC1"                   "ANKMY1"                
## [10565] "DUSP28"                 "RNPEPL1"               
## [10567] "CAPN10"                 "GPR35"                 
## [10569] "KIF1A"                  "AGXT"                  
## [10571] "SNED1"                  "PASK"                  
## [10573] "PPP1R7"                 "ANO7"                  
## [10575] "HDLBP"                  "SEPT2"                 
## [10577] "FARP2"                  "STK25"                 
## [10579] "BOK-AS1"                "BOK"                   
## [10581] "THAP4"                  "ATG4B"                 
## [10583] "DTYMK"                  "ING5"                  
## [10585] "D2HGDH"                 "GAL3ST2"               
## [10587] "NEU4"                   "PDCD1"                 
## [10589] "C20orf96"               "ZCCHC3"                
## [10591] "SOX12"                  "NRSN2"                 
## [10593] "TRIB3"                  "RBCK1"                 
## [10595] "TBC1D20"                "CSNK2A1"               
## [10597] "TCF15"                  "SRXN1"                 
## [10599] "SLC52A3"                "FAM110A"               
## [10601] "ANGPT4"                 "RSPO4"                 
## [10603] "PSMF1"                  "TMEM74B"               
## [10605] "C20orf202"              "RAD21L1"               
## [10607] "SNPH"                   "SDCBP2"                
## [10609] "SDCBP2-AS1"             "FKBP1A"                
## [10611] "NSFL1C"                 "SIRPB2"                
## [10613] "SIRPB1"                 "SIRPG"                 
## [10615] "LOC100289473"           "SIRPA"                 
## [10617] "STK35"                  "TGM3"                  
## [10619] "SNRPB"                  "SNORD119"              
## [10621] "ZNF343"                 "TMC2"                  
## [10623] "NOP56"                  "MIR1292"               
## [10625] "SNORD110"               "SNORA51"               
## [10627] "SNORD56"                "SNORD57"               
## [10629] "IDH3B"                  "EBF4"                  
## [10631] "CPXM1"                  "C20orf141"             
## [10633] "TMEM239"                "PCED1A"                
## [10635] "VPS16"                  "PTPRA"                 
## [10637] "GNRH2"                  "MRPS26"                
## [10639] "OXT"                    "UBOX5-AS1"             
## [10641] "UBOX5"                  "FASTKD5"               
## [10643] "DDRGK1"                 "ITPA"                  
## [10645] "SLC4A11"                "C20orf194"             
## [10647] "ATRN"                   "ADAM33"                
## [10649] "SIGLEC1"                "HSPA12B"               
## [10651] "C20orf27"               "SPEF1"                 
## [10653] "CENPB"                  "CDC25B"                
## [10655] "AP5S1"                  "MAVS"                  
## [10657] "PANK2"                  "MIR103A2"              
## [10659] "RNF24"                  "SMOX"                  
## [10661] "ADRA1D"                 "PRNP"                  
## [10663] "PRND"                   "RASSF2"                
## [10665] "SLC23A2"                "TMEM230"               
## [10667] "PCNA"                   "PCNA-AS1"              
## [10669] "CDS2"                   "LOC643406"             
## [10671] "LINC00654"              "GPCPD1"                
## [10673] "CHGB"                   "TRMT6"                 
## [10675] "MCM8"                   "CRLS1"                 
## [10677] "LRRN4"                  "FERMT1"                
## [10679] "BMP2"                   "HAO1"                  
## [10681] "TMX4"                   "PLCB1"                 
## [10683] "PLCB4"                  "LAMP5"                 
## [10685] "SNAP25-AS1"             "ANKEF1"                
## [10687] "SNAP25"                 "MKKS"                  
## [10689] "SLX4IP"                 "JAG1"                  
## [10691] "BTBD3"                  "SPTLC3"                
## [10693] "ISM1"                   "ISM1-AS1"              
## [10695] "TASP1"                  "ESF1"                  
## [10697] "NDUFAF5"                "MACROD2"               
## [10699] "FLRT3"                  "KIF16B"                
## [10701] "SNRPB2"                 "PCSK2"                 
## [10703] "BFSP1"                  "DSTN"                  
## [10705] "RRBP1"                  "SNX5"                  
## [10707] "SNORD17"                "MGME1"                 
## [10709] "OVOL2"                  "PET117"                
## [10711] "ZNF133"                 "DZANK1"                
## [10713] "POLR3F"                 "MIR3192"               
## [10715] "RBBP9"                  "SEC23B"                
## [10717] "DTD1"                   "LINC00652"             
## [10719] "LOC100270804"           "SLC24A3"               
## [10721] "RIN2"                   "NAA20"                 
## [10723] "CRNKL1"                 "RALGAPA2"              
## [10725] "XRN2"                   "PAX1"                  
## [10727] "LINC00261"              "FOXA2"                 
## [10729] "THBD"                   "CD93"                  
## [10731] "LINC00656"              "NXT1"                  
## [10733] "GZF1"                   "NAPB"                  
## [10735] "CST3"                   "CST4"                  
## [10737] "CST1"                   "CST2"                  
## [10739] "CST5"                   "GGTLC1"                
## [10741] "SYNDIG1"                "CST7"                  
## [10743] "APMAP"                  "ACSS1"                 
## [10745] "VSX1"                   "LOC284798"             
## [10747] "ENTPD6"                 "PYGB"                  
## [10749] "ABHD12"                 "GINS1"                 
## [10751] "NINL"                   "NANP"                  
## [10753] "ZNF337"                 "FAM182B"               
## [10755] "LOC100134868"           "FAM182A"               
## [10757] "NCOR1P1"                "MLLT10P1"              
## [10759] "DEFB118"                "REM1"                  
## [10761] "LINC00028"              "HM13"                  
## [10763] "HM13-AS1"               "ID1"                   
## [10765] "COX4I2"                 "BCL2L1"                
## [10767] "TPX2"                   "MYLK2"                 
## [10769] "FOXS1"                  "DUSP15"                
## [10771] "TTLL9"                  "PDRG1"                 
## [10773] "CCM2L"                  "HCK"                   
## [10775] "TM9SF4"                 "TSPY26P"               
## [10777] "PLAGL2"                 "POFUT1"                
## [10779] "KIF3B"                  "ASXL1"                 
## [10781] "C20orf203"              "COMMD7"                
## [10783] "DNMT3B"                 "MAPRE1"                
## [10785] "BPIFA2"                 "BPIFA1"                
## [10787] "BPIFB1"                 "CDK5RAP1"              
## [10789] "SNTA1"                  "CBFA2T2"               
## [10791] "NECAB3"                 "C20orf144"             
## [10793] "ACTL10"                 "E2F1"                  
## [10795] "PXMP4"                  "ZNF341"                
## [10797] "CHMP4B"                 "RALY"                  
## [10799] "EIF2S2"                 "ASIP"                  
## [10801] "AHCY"                   "ITCH"                  
## [10803] "DYNLRB1"                "MAP1LC3A"              
## [10805] "PIGU"                   "TP53INP2"              
## [10807] "NCOA6"                  "GGT7"                  
## [10809] "ACSS2"                  "GSS"                   
## [10811] "MYH7B"                  "MIR499B"               
## [10813] "TRPC4AP"                "EDEM2"                 
## [10815] "PROCR"                  "MMP24"                 
## [10817] "EIF6"                   "FAM83C"                
## [10819] "GDF5"                   "CEP250"                
## [10821] "C20orf173"              "ERGIC3"                
## [10823] "SPAG4"                  "CPNE1"                 
## [10825] "RBM12"                  "NFS1"                  
## [10827] "ROMO1"                  "RBM39"                 
## [10829] "PHF20"                  "SCAND1"                
## [10831] "CNBD2"                  "EPB41L1"               
## [10833] "AAR2"                   "DLGAP4"                
## [10835] "MYL9"                   "TGIF2"                 
## [10837] "SLA2"                   "NDRG3"                 
## [10839] "DSN1"                   "SOGA1"                 
## [10841] "SAMHD1"                 "RBL1"                  
## [10843] "MROH8"                  "RPN2"                  
## [10845] "MANBAL"                 "SRC"                   
## [10847] "BLCAP"                  "NNAT"                  
## [10849] "LOC100287792"           "CTNNBL1"               
## [10851] "VSTM2L"                 "TTI1"                  
## [10853] "RPRD1B"                 "TGM2"                  
## [10855] "KIAA1755"               "BPI"                   
## [10857] "LBP"                    "SNORA71B"              
## [10859] "SNORA71A"               "SNORA71C"              
## [10861] "SNORA71D"               "SNHG11"                
## [10863] "SNORA60"                "RALGAPB"               
## [10865] "ARHGAP40"               "ACTR5"                 
## [10867] "PPP1R16B"               "FAM83D"                
## [10869] "DHX35"                  "MAFB"                  
## [10871] "TOP1"                   "PLCG1"                 
## [10873] "ZHX3"                   "LPIN3"                 
## [10875] "EMILIN3"                "CHD6"                  
## [10877] "PTPRT"                  "SRSF6"                 
## [10879] "L3MBTL1"                "SGK2"                  
## [10881] "IFT52"                  "MYBL2"                 
## [10883] "TOX2"                   "JPH2"                  
## [10885] "GDAP1L1"                "FITM2"                 
## [10887] "R3HDML"                 "HNF4A"                 
## [10889] "TTPAL"                  "SERINC3"               
## [10891] "PKIG"                   "ADA"                   
## [10893] "WISP2"                  "KCNK15"                
## [10895] "RIMS4"                  "YWHAB"                 
## [10897] "PABPC1L"                "TOMM34"                
## [10899] "STK4-AS1"               "STK4"                  
## [10901] "KCNS1"                  "WFDC5"                 
## [10903] "WFDC12"                 "PI3"                   
## [10905] "SLPI"                   "MATN4"                 
## [10907] "RBPJL"                  "SDC4"                  
## [10909] "SYS1"                   "TP53TG5"               
## [10911] "DBNDD2"                 "PIGT"                  
## [10913] "WFDC2"                  "EPPIN"                 
## [10915] "WFDC10B"                "WFDC13"                
## [10917] "WFDC3"                  "DNTTIP1"               
## [10919] "UBE2C"                  "TNNC2"                 
## [10921] "SNX21"                  "ACOT8"                 
## [10923] "ZSWIM3"                 "ZSWIM1"                
## [10925] "SPATA25"                "NEURL2"                
## [10927] "CTSA"                   "PLTP"                  
## [10929] "PCIF1"                  "ZNF335"                
## [10931] "MMP9"                   "SLC12A5"               
## [10933] "NCOA5"                  "CD40"                  
## [10935] "CDH22"                  "SLC35C2"               
## [10937] "ELMO2"                  "MKRN7P"                
## [10939] "ZNF334"                 "SLC13A3"               
## [10941] "TP53RK"                 "SLC2A10"               
## [10943] "EYA2"                   "ZMYND8"                
## [10945] "LOC100131496"           "NCOA3"                 
## [10947] "SULF2"                  "LINC00494"             
## [10949] "PREX1"                  "ARFGEF2"               
## [10951] "CSE1L"                  "STAU1"                 
## [10953] "DDX27"                  "ZNFX1"                 
## [10955] "ZFAS1"                  "SNORD12C"              
## [10957] "SNORD12B"               "SNORD12"               
## [10959] "KCNB1"                  "PTGIS"                 
## [10961] "B4GALT5"                "SLC9A8"                
## [10963] "SPATA2"                 "RNF114"                
## [10965] "SNAI1"                  "UBE2V1"                
## [10967] "TMEM189"                "CEBPB"                 
## [10969] "PTPN1"                  "MIR645"                
## [10971] "PARD6B"                 "BCAS4"                 
## [10973] "ADNP"                   "DPM1"                  
## [10975] "MOCS3"                  "KCNG1"                 
## [10977] "NFATC2"                 "ATP9A"                 
## [10979] "SALL4"                  "ZFP64"                 
## [10981] "TSHZ2"                  "ZNF217"                
## [10983] "SUMO1P1"                "BCAS1"                 
## [10985] "CYP24A1"                "PFDN4"                 
## [10987] "DOK5"                   "CBLN4"                 
## [10989] "FAM210B"                "AURKA"                 
## [10991] "CSTF1"                  "CASS4"                 
## [10993] "GCNT7"                  "FAM209A"               
## [10995] "FAM209B"                "TFAP2C"                
## [10997] "BMP7"                   "RAE1"                  
## [10999] "MTRNR2L3"               "RBM38"                 
## [11001] "CTCFL"                  "PCK1"                  
## [11003] "ZBP1"                   "PMEPA1"                
## [11005] "C20orf85"               "PPP4R1L"               
## [11007] "RAB22A"                 "VAPB"                  
## [11009] "APCDD1L"                "STX16"                 
## [11011] "STX16-NPEPL1"           "NPEPL1"                
## [11013] "GNAS-AS1"               "GNAS"                  
## [11015] "NELFCD"                 "CTSZ"                  
## [11017] "TUBB1"                  "ZNF831"                
## [11019] "EDN3"                   "PHACTR3"               
## [11021] "SYCP2"                  "FAM217B"               
## [11023] "PPP1R3D"                "CDH26"                 
## [11025] "C20orf197"              "CDH4"                  
## [11027] "TAF4"                   "LSM14B"                
## [11029] "PSMA7"                  "SS18L1"                
## [11031] "HRH3"                   "OSBPL2"                
## [11033] "ADRM1"                  "LAMA5"                 
## [11035] "RPS21"                  "CABLES2"               
## [11037] "RBBP8NL"                "GATA5"                 
## [11039] "SLCO4A1"                "NTSR1"                 
## [11041] "LINC00659"              "MRGBP"                 
## [11043] "OGFR"                   "COL9A3"                
## [11045] "TCFL5"                  "DPH3P1"                
## [11047] "DIDO1"                  "GID8"                  
## [11049] "SLC17A9"                "HAR1B"                 
## [11051] "HAR1A"                  "YTHDF1"                
## [11053] "BIRC7"                  "NKAIN4"                
## [11055] "FLJ16779"               "ARFGAP1"               
## [11057] "MIR4326"                "COL20A1"               
## [11059] "CHRNA4"                 "KCNQ2"                 
## [11061] "EEF1A2"                 "PPDPF"                 
## [11063] "PTK6"                   "SRMS"                  
## [11065] "HELZ2"                  "GMEB2"                 
## [11067] "STMN3"                  "RTEL1"                 
## [11069] "RTEL1-TNFRSF6B"         "TNFRSF6B"              
## [11071] "ARFRP1"                 "ZGPAT"                 
## [11073] "LIME1"                  "SLC2A4RG"              
## [11075] "ZBTB46"                 "ABHD16B"               
## [11077] "TPD52L2"                "DNAJC5"                
## [11079] "UCKL1"                  "MIR1914"               
## [11081] "MIR647"                 "UCKL1-AS1"             
## [11083] "ZNF512B"                "SAMD10"                
## [11085] "PRPF6"                  "SOX18"                 
## [11087] "TCEA2"                  "RGS19"                 
## [11089] "OPRL1"                  "MYT1"                  
## [11091] "PCMTD2"                 "LINC00266-1"           
## [11093] "TEKT4P2"                "TPTE"                  
## [11095] "ANKRD30BP2"             "ANKRD20A11P"           
## [11097] "LIPI"                   "RBM11"                 
## [11099] "ABCC13"                 "HSPA13"                
## [11101] "SAMSN1"                 "SAMSN1-AS1"            
## [11103] "LOC388813"              "NRIP1"                 
## [11105] "USP25"                  "MIR125B2"              
## [11107] "CXADR"                  "BTG3"                  
## [11109] "C21orf91"               "CHODL"                 
## [11111] "TMPRSS15"               "NCAM2"                 
## [11113] "LINC00158"              "MIR155HG"              
## [11115] "LINC00515"              "MRPL39"                
## [11117] "JAM2"                   "GABPA"                 
## [11119] "APP"                    "CYYR1"                 
## [11121] "ADAMTS1"                "ADAMTS5"               
## [11123] "LINC00113"              "N6AMT1"                
## [11125] "LTN1"                   "RWDD2B"                
## [11127] "USP16"                  "CCT8"                  
## [11129] "LINC00189"              "BACH1"                 
## [11131] "GRIK1"                  "GRIK1-AS2"             
## [11133] "GRIK1-AS1"              "CLDN8"                 
## [11135] "TIAM1"                  "SOD1"                  
## [11137] "SCAF4"                  "HUNK"                  
## [11139] "MIS18A"                 "MRAP"                  
## [11141] "URB1"                   "EVA1C"                 
## [11143] "TCP10L"                 "SYNJ1"                 
## [11145] "PAXBP1-AS1"             "PAXBP1"                
## [11147] "OLIG2"                  "OLIG1"                 
## [11149] "IFNAR2"                 "IL10RB"                
## [11151] "IFNAR1"                 "IFNGR2"                
## [11153] "TMEM50B"                "DNAJC28"               
## [11155] "GART"                   "SON"                   
## [11157] "DONSON"                 "CRYZL1"                
## [11159] "ITSN1"                  "LINC00649"             
## [11161] "MRPS6"                  "SLC5A3"                
## [11163] "LINC00310"              "KCNE2"                 
## [11165] "KCNE1"                  "RCAN1"                 
## [11167] "CLIC6"                  "LINC00160"             
## [11169] "RUNX1"                  "RUNX1-IT1"             
## [11171] "SETD4"                  "LOC100133286"          
## [11173] "CBR1"                   "CBR3-AS1"              
## [11175] "CBR3"                   "MORC3"                 
## [11177] "CHAF1B"                 "CLDN14"                
## [11179] "SIM2"                   "HLCS"                  
## [11181] "PIGP"                   "TTC3"                  
## [11183] "DSCR9"                  "DYRK1A"                
## [11185] "KCNJ6"                  "DSCR8"                 
## [11187] "KCNJ15"                 "ERG"                   
## [11189] "LINC00114"              "ETS2"                  
## [11191] "PSMG1"                  "BRWD1"                 
## [11193] "BRWD1-AS1"              "HMGN1"                 
## [11195] "WRB"                    "LCA5L"                 
## [11197] "SH3BGR"                 "B3GALT5"               
## [11199] "IGSF5"                  "DSCAM"                 
## [11201] "LINC00323"              "BACE2"                 
## [11203] "PLAC4"                  "FAM3B"                 
## [11205] "MX2"                    "MX1"                   
## [11207] "TMPRSS2"                "LINC00479"             
## [11209] "LINC00112"              "RIPK4"                 
## [11211] "PRDM15"                 "C2CD2"                 
## [11213] "ZBTB21"                 "ZNF295-AS1"            
## [11215] "UMODL1"                 "ABCG1"                 
## [11217] "TFF3"                   "TFF2"                  
## [11219] "TFF1"                   "TMPRSS3"               
## [11221] "UBASH3A"                "RSPH1"                 
## [11223] "SLC37A1"                "PDE9A"                 
## [11225] "WDR4"                   "NDUFV3"                
## [11227] "PKNOX1"                 "CBS"                   
## [11229] "U2AF1"                  "SIK1"                  
## [11231] "LINC00319"              "LINC00313"             
## [11233] "HSF2BP"                 "RRP1B"                 
## [11235] "PDXK"                   "CSTB"                  
## [11237] "RRP1"                   "AGPAT3"                
## [11239] "TRAPPC10"               "PWP2"                  
## [11241] "ICOSLG"                 "DNMT3L"                
## [11243] "AIRE"                   "PFKL"                  
## [11245] "TRPM2"                  "LRRC3"                 
## [11247] "TSPEAR"                 "UBE2G2"                
## [11249] "SUMO3"                  "PTTG1IP"               
## [11251] "ITGB2"                  "ITGB2-AS1"             
## [11253] "FAM207A"                "LINC00163"             
## [11255] "SSR4P1"                 "ADARB1"                
## [11257] "POFUT2"                 "LOC642852"             
## [11259] "COL18A1"                "COL18A1-AS1"           
## [11261] "SLC19A1"                "PCBP3"                 
## [11263] "COL6A1"                 "COL6A2"                
## [11265] "FTCD"                   "SPATC1L"               
## [11267] "LSS"                    "MCM3AP-AS1"            
## [11269] "MCM3AP"                 "YBEY"                  
## [11271] "C21orf58"               "PCNT"                  
## [11273] "DIP2A"                  "DIP2A-IT1"             
## [11275] "S100B"                  "PRMT2"                 
## [11277] "TPTEP1"                 "ANKRD62P1-PARP4P3"     
## [11279] "CECR7"                  "IL17RA"                
## [11281] "CECR2"                  "SLC25A18"              
## [11283] "ATP6V1E1"               "BCL2L13"               
## [11285] "BID"                    "MIR3198-1"             
## [11287] "MICAL3"                 "PEX26"                 
## [11289] "TUBA8"                  "USP18"                 
## [11291] "DGCR6"                  "PRODH"                 
## [11293] "DGCR5"                  "DGCR9"                 
## [11295] "DGCR10"                 "DGCR2"                 
## [11297] "DGCR11"                 "SLC25A1"               
## [11299] "CLTCL1"                 "HIRA"                  
## [11301] "MRPL40"                 "C22orf39"              
## [11303] "CDC45"                  "CLDN5"                 
## [11305] "SEPT5"                  "SEPT5-GP1BB"           
## [11307] "TBX1"                   "GNB1L"                 
## [11309] "TXNRD2"                 "COMT"                  
## [11311] "ARVCF"                  "TANGO2"                
## [11313] "DGCR8"                  "TRMT2A"                
## [11315] "RANBP1"                 "ZDHHC8"                
## [11317] "RTN4R"                  "DGCR6L"                
## [11319] "TMEM191B"               "PI4KAP1"               
## [11321] "RIMBP3"                 "ZNF74"                 
## [11323] "SCARF2"                 "KLHL22"                
## [11325] "MED15"                  "TMEM191A"              
## [11327] "PI4KA"                  "SERPIND1"              
## [11329] "SNAP29"                 "CRKL"                  
## [11331] "AIFM3"                  "LZTR1"                 
## [11333] "THAP7"                  "THAP7-AS1"             
## [11335] "TUBA3FP"                "P2RX6"                 
## [11337] "SLC7A4"                 "BCRP2"                 
## [11339] "POM121L8P"              "HIC2"                  
## [11341] "TMEM191C"               "PI4KAP2"               
## [11343] "UBE2L3"                 "YDJC"                  
## [11345] "CCDC116"                "SDF2L1"                
## [11347] "MIR130B"                "PPIL2"                 
## [11349] "YPEL1"                  "MAPK1"                 
## [11351] "PPM1F"                  "TOP3B"                 
## [11353] "ZNF280B"                "ZNF280A"               
## [11355] "PRAME"                  "POM121L1P"             
## [11357] "GGTLC2"                 "MIR650"                
## [11359] "IGLL5"                  "GNAZ"                  
## [11361] "RAB36"                  "BCR"                   
## [11363] "FBXW4P1"                "CES5AP1"               
## [11365] "ZDHHC8P1"               "GUSBP11"               
## [11367] "RGL4"                   "ZNF70"                 
## [11369] "VPREB3"                 "C22orf15"              
## [11371] "CHCHD10"                "MMP11"                 
## [11373] "SMARCB1"                "DERL3"                 
## [11375] "SLC2A11"                "MIF"                   
## [11377] "GSTT2"                  "DDTL"                  
## [11379] "DDT"                    "LOC391322"             
## [11381] "GSTT1"                  "CABIN1"                
## [11383] "SUSD2"                  "GGT5"                  
## [11385] "POM121L9P"              "SPECC1L"               
## [11387] "ADORA2A"                "ADORA2A-AS1"           
## [11389] "UPB1"                   "GUCD1"                 
## [11391] "SNRPD3"                 "GGT1"                  
## [11393] "BCRP3"                  "POM121L10P"            
## [11395] "PIWIL3"                 "SGSM1"                 
## [11397] "KIAA1671"               "LOC100128531"          
## [11399] "CRYBB3"                 "CRYBB2"                
## [11401] "LRP5L"                  "CRYBB2P1"              
## [11403] "MYO18B"                 "SEZ6L"                 
## [11405] "ASPHD2"                 "HPS4"                  
## [11407] "SRRD"                   "TFIP11"                
## [11409] "TPST2"                  "CRYBB1"                
## [11411] "MIAT"                   "MN1"                   
## [11413] "PITPNB"                 "TTC28-AS1"             
## [11415] "TTC28"                  "CHEK2"                 
## [11417] "HSCB"                   "CCDC117"               
## [11419] "XBP1"                   "ZNRF3"                 
## [11421] "ZNRF3-AS1"              "C22orf31"              
## [11423] "KREMEN1"                "EMID1"                 
## [11425] "RHBDD3"                 "EWSR1"                 
## [11427] "GAS2L1"                 "RASL10A"               
## [11429] "AP1B1"                  "RFPL1"                 
## [11431] "NEFH"                   "THOC5"                 
## [11433] "NIPSNAP1"               "NF2"                   
## [11435] "CABP7"                  "ZMAT5"                 
## [11437] "UQCR10"                 "ASCC2"                 
## [11439] "MTMR3"                  "HORMAD2"               
## [11441] "LIF"                    "OSM"                   
## [11443] "TBC1D10A"               "SF3A1"                 
## [11445] "CCDC157"                "KIAA1656"              
## [11447] "RNF215"                 "SEC14L2"               
## [11449] "MTFP1"                  "SEC14L3"               
## [11451] "SDC4P"                  "SEC14L4"               
## [11453] "SEC14L6"                "GAL3ST1"               
## [11455] "PES1"                   "TCN2"                  
## [11457] "SLC35E4"                "DUSP18"                
## [11459] "OSBP2"                  "MORC2-AS1"             
## [11461] "MORC2"                  "TUG1"                  
## [11463] "SMTN"                   "INPP5J"                
## [11465] "PLA2G3"                 "RNF185"                
## [11467] "LIMK2"                  "PIK3IP1"               
## [11469] "PATZ1"                  "DRG1"                  
## [11471] "EIF4ENIF1"              "SFI1"                  
## [11473] "PISD"                   "PRR14L"                
## [11475] "DEPDC5"                 "C22orf24"              
## [11477] "YWHAH"                  "SLC5A1"                
## [11479] "RFPL2"                  "SLC5A4"                
## [11481] "RFPL3S"                 "LOC339666"             
## [11483] "FBXO7"                  "SYN3"                  
## [11485] "TIMP3"                  "HMGXB4"                
## [11487] "TOM1"                   "HMOX1"                 
## [11489] "MCM5"                   "RASD2"                 
## [11491] "MB"                     "APOL6"                 
## [11493] "APOL5"                  "RBFOX2"                
## [11495] "APOL3"                  "APOL4"                 
## [11497] "APOL2"                  "APOL1"                 
## [11499] "MYH9"                   "TXN2"                  
## [11501] "FOXRED2"                "EIF3D"                 
## [11503] "CACNG2"                 "IFT27"                 
## [11505] "PVALB"                  "NCF4"                  
## [11507] "CSF2RB"                 "TST"                   
## [11509] "MPST"                   "KCTD17"                
## [11511] "TMPRSS6"                "IL2RB"                 
## [11513] "C1QTNF6"                "RAC2"                  
## [11515] "CYTH4"                  "ELFN2"                 
## [11517] "MFNG"                   "CARD10"                
## [11519] "CDC42EP1"               "LGALS2"                
## [11521] "GGA1"                   "SH3BP1"                
## [11523] "PDXP"                   "LGALS1"                
## [11525] "NOL12"                  "TRIOBP"                
## [11527] "H1F0"                   "GCAT"                  
## [11529] "ANKRD54"                "MIR659"                
## [11531] "EIF3L"                  "MICALL1"               
## [11533] "C22orf23"               "POLR2F"                
## [11535] "SOX10"                  "PICK1"                 
## [11537] "SLC16A8"                "BAIAP2L2"              
## [11539] "PLA2G6"                 "MAFF"                  
## [11541] "TMEM184B"               "CSNK1E"                
## [11543] "KCNJ4"                  "KDELR3"                
## [11545] "DDX17"                  "DMC1"                  
## [11547] "FAM227A"                "CBY1"                  
## [11549] "TOMM22"                 "JOSD1"                 
## [11551] "GTPBP1"                 "SUN2"                  
## [11553] "DNAL4"                  "NPTXR"                 
## [11555] "CBX6"                   "APOBEC3A"              
## [11557] "APOBEC3B"               "APOBEC3C"              
## [11559] "APOBEC3D"               "APOBEC3F"              
## [11561] "APOBEC3G"               "APOBEC3H"              
## [11563] "CBX7"                   "PDGFB"                 
## [11565] "RPL3"                   "SNORD83B"              
## [11567] "SNORD83A"               "SNORD43"               
## [11569] "SYNGR1"                 "TAB1"                  
## [11571] "LOC100506472"           "MGAT3"                 
## [11573] "ATF4"                   "RPS19BP1"              
## [11575] "CACNA1I"                "ENTHD1"                
## [11577] "GRAP2"                  "FAM83F"                
## [11579] "LOC100130899"           "TNRC6B"                
## [11581] "ADSL"                   "SGSM3"                 
## [11583] "MCHR1"                  "SLC25A17"              
## [11585] "ST13"                   "XPNPEP3"               
## [11587] "DNAJB7"                 "RBX1"                  
## [11589] "MIR1281"                "EP300"                 
## [11591] "L3MBTL2"                "CHADL"                 
## [11593] "RANGAP1"                "ZC3H7B"                
## [11595] "TEF"                    "TOB2"                  
## [11597] "PHF5A"                  "ACO2"                  
## [11599] "POLR3H"                 "CSDC2"                 
## [11601] "PMM1"                   "DESI1"                 
## [11603] "XRCC6"                  "C22orf46"              
## [11605] "MEI1"                   "CCDC134"               
## [11607] "SREBF2"                 "SHISA8"                
## [11609] "TNFRSF13C"              "CENPM"                 
## [11611] "LINC00634"              "SEPT3"                 
## [11613] "WBP2NL"                 "NAGA"                  
## [11615] "NDUFA6"                 "CYP2D6"                
## [11617] "TCF20"                  "NFAM1"                 
## [11619] "SERHL"                  "RRP7A"                 
## [11621] "SERHL2"                 "POLDIP3"               
## [11623] "RNU12"                  "CYB5R3"                
## [11625] "A4GALT"                 "ARFGAP3"               
## [11627] "PACSIN2"                "TTLL1"                 
## [11629] "BIK"                    "MCAT"                  
## [11631] "TSPO"                   "TTLL12"                
## [11633] "SCUBE1"                 "EFCAB6"                
## [11635] "SULT4A1"                "PNPLA3"                
## [11637] "SAMM50"                 "PARVB"                 
## [11639] "PARVG"                  "PRR5"                  
## [11641] "ARHGAP8"                "PHF21B"                
## [11643] "NUP50"                  "KIAA0930"              
## [11645] "MIR1249"                "FAM118A"               
## [11647] "SMC1B"                  "RIBC2"                 
## [11649] "FBLN1"                  "ATXN10"                
## [11651] "WNT7B"                  "LOC730668"             
## [11653] "MIRLET7BHG"             "MIR3619"               
## [11655] "PPARA"                  "CDPF1"                 
## [11657] "PKDREJ"                 "TTC38"                 
## [11659] "GTSE1"                  "TRMU"                  
## [11661] "CELSR1"                 "GRAMD4"                
## [11663] "CERK"                   "TBC1D22A"              
## [11665] "FAM19A5"                "C22orf34"              
## [11667] "BRD1"                   "ZBED4"                 
## [11669] "ALG12"                  "CRELD2"                
## [11671] "PIM3"                   "IL17REL"               
## [11673] "MLC1"                   "MOV10L1"               
## [11675] "PANX2"                  "TRABD"                 
## [11677] "TUBGCP6"                "HDAC10"                
## [11679] "MAPK12"                 "MAPK11"                
## [11681] "PLXNB2"                 "DENND6B"               
## [11683] "PPP6R2"                 "SBF1"                  
## [11685] "ADM2"                   "MIOX"                  
## [11687] "LMF2"                   "NCAPH2"                
## [11689] "SCO2"                   "TYMP"                  
## [11691] "ODF3B"                  "KLHDC7B"               
## [11693] "SYCE3"                  "CPT1B"                 
## [11695] "CHKB"                   "MAPK8IP2"              
## [11697] "ARSA"                   "SHANK3"                
## [11699] "ACR"                    "RPL23AP82"             
## [11701] "RABL2B"                 "CHL1"                  
## [11703] "CNTN6"                  "CNTN4"                 
## [11705] "IL5RA"                  "TRNT1"                 
## [11707] "CRBN"                   "LRRN1"                 
## [11709] "SETMAR"                 "SUMF1"                 
## [11711] "ITPR1"                  "EGOT"                  
## [11713] "BHLHE40-AS1"            "BHLHE40"               
## [11715] "ARL8B"                  "EDEM1"                 
## [11717] "LMCD1-AS1"              "LMCD1"                 
## [11719] "LINC00312"              "SSUH2"                 
## [11721] "CAV3"                   "OXTR"                  
## [11723] "RAD18"                  "SRGAP3"                
## [11725] "THUMPD3"                "SETD5"                 
## [11727] "LHFPL4"                 "MTMR14"                
## [11729] "CPNE9"                  "BRPF1"                 
## [11731] "OGG1"                   "CAMK1"                 
## [11733] "TADA3"                  "ARPC4"                 
## [11735] "TTLL3"                  "RPUSD3"                
## [11737] "CIDEC"                  "JAGN1"                 
## [11739] "IL17RE"                 "IL17RC"                
## [11741] "CRELD1"                 "PRRT3"                 
## [11743] "PRRT3-AS1"              "EMC3"                  
## [11745] "CIDECP"                 "FANCD2"                
## [11747] "FANCD2OS"               "BRK1"                  
## [11749] "VHL"                    "IRAK2"                 
## [11751] "TATDN2"                 "GHRLOS"                
## [11753] "LINC00852"              "GHRL"                  
## [11755] "SEC13"                  "ATP2B2"                
## [11757] "SLC6A11"                "SLC6A1"                
## [11759] "HRH1"                   "ATG7"                  
## [11761] "VGLL4"                  "TAMM41"                
## [11763] "SYN2"                   "TIMP4"                 
## [11765] "PPARG"                  "TSEN2"                 
## [11767] "MKRN2"                  "RAF1"                  
## [11769] "TMEM40"                 "CAND2"                 
## [11771] "RPL32"                  "IQSEC1"                
## [11773] "NUP210"                 "HDAC11"                
## [11775] "FBLN2"                  "WNT7A"                 
## [11777] "TPRXL"                  "CHCHD4"                
## [11779] "TMEM43"                 "XPC"                   
## [11781] "LSM3"                   "SLC6A6"                
## [11783] "GRIP2"                  "CCDC174"               
## [11785] "C3orf20"                "FGD5"                  
## [11787] "FGD5-AS1"               "NR2C2"                 
## [11789] "MRPS25"                 "COL6A4P1"              
## [11791] "CAPN7"                  "SH3BP5-AS1"            
## [11793] "SH3BP5"                 "METTL6"                
## [11795] "EAF1"                   "COLQ"                  
## [11797] "HACL1"                  "BTD"                   
## [11799] "ANKRD28"                "GALNT15"               
## [11801] "DPH3"                   "OXNAD1"                
## [11803] "RFTN1"                  "DAZL"                  
## [11805] "PLCL2"                  "TBC1D5"                
## [11807] "SATB1"                  "KCNH8"                 
## [11809] "EFHB"                   "RAB5A"                 
## [11811] "PP2D1"                  "KAT2B"                 
## [11813] "ZNF385D"                "UBE2E2"                
## [11815] "UBE2E1"                 "NKIRAS1"               
## [11817] "RPL15"                  "NR1D2"                 
## [11819] "LINC00691"              "THRB"                  
## [11821] "THRB-AS1"               "RARB"                  
## [11823] "TOP2B"                  "MIR4442"               
## [11825] "NGLY1"                  "OXSM"                  
## [11827] "NEK10"                  "SLC4A7"                
## [11829] "EOMES"                  "CMC1"                  
## [11831] "AZI2"                   "ZCWPW2"                
## [11833] "LINC00693"              "RBMS3"                 
## [11835] "TGFBR2"                 "GADL1"                 
## [11837] "STT3B"                  "OSBPL10"               
## [11839] "OSBPL10-AS1"            "ZNF860"                
## [11841] "GPD1L"                  "CMTM8"                 
## [11843] "CMTM7"                  "CMTM6"                 
## [11845] "DYNC1LI1"               "CNOT10"                
## [11847] "TRIM71"                 "CCR4"                  
## [11849] "GLB1"                   "TMPPE"                 
## [11851] "CRTAP"                  "SUSD5"                 
## [11853] "FBXL2"                  "UBP1"                  
## [11855] "CLASP2"                 "PDCD6IP"               
## [11857] "ARPP21"                 "STAC"                  
## [11859] "DCLK3"                  "TRANK1"                
## [11861] "EPM2AIP1"               "MLH1"                  
## [11863] "LRRFIP2"                "GOLGA4"                
## [11865] "C3orf35"                "ITGA9"                 
## [11867] "CTDSPL"                 "VILL"                  
## [11869] "PLCD1"                  "DLEC1"                 
## [11871] "ACAA1"                  "MYD88"                 
## [11873] "OXSR1"                  "SLC22A13"              
## [11875] "SLC22A14"               "XYLB"                  
## [11877] "ACVR2B-AS1"             "ACVR2B"                
## [11879] "EXOG"                   "SCN5A"                 
## [11881] "SCN11A"                 "WDR48"                 
## [11883] "GORASP1"                "TTC21A"                
## [11885] "CSRNP1"                 "XIRP1"                 
## [11887] "CX3CR1"                 "SLC25A38"              
## [11889] "RPSA"                   "SNORA6"                
## [11891] "SNORA62"                "MOBP"                  
## [11893] "MYRIP"                  "EIF1B-AS1"             
## [11895] "EIF1B"                  "ENTPD3"                
## [11897] "ENTPD3-AS1"             "RPL14"                 
## [11899] "ZNF619"                 "ZNF620"                
## [11901] "ZNF621"                 "CTNNB1"                
## [11903] "ULK4"                   "TRAK1"                 
## [11905] "CCK"                    "VIPR1"                 
## [11907] "SEC22C"                 "SS18L2"                
## [11909] "NKTR"                   "ZBTB47"                
## [11911] "CCDC13"                 "HIGD1A"                
## [11913] "CYP8B1"                 "ZNF662"                
## [11915] "KRBOX1"                 "FAM198A"               
## [11917] "SNRK"                   "SNRK-AS1"              
## [11919] "ANO10"                  "ABHD5"                 
## [11921] "MIR138-1"               "TCAIM"                 
## [11923] "ZNF445"                 "ZKSCAN7"               
## [11925] "ZNF660"                 "ZNF197"                
## [11927] "ZNF35"                  "ZNF502"                
## [11929] "ZNF501"                 "KIAA1143"              
## [11931] "KIF15"                  "TMEM42"                
## [11933] "TGM4"                   "ZDHHC3"                
## [11935] "EXOSC7"                 "CLEC3B"                
## [11937] "CDCP1"                  "TMEM158"               
## [11939] "LARS2"                  "LIMD1"                 
## [11941] "LIMD1-AS1"              "SACM1L"                
## [11943] "SLC6A20"                "LZTFL1"                
## [11945] "CCR9"                   "FYCO1"                 
## [11947] "CXCR6"                  "CCR1"                  
## [11949] "CCR3"                   "CCR2"                  
## [11951] "CCR5"                   "CCRL2"                 
## [11953] "LTF"                    "LRRC2"                 
## [11955] "ALS2CL"                 "TMIE"                  
## [11957] "PRSS50"                 "PRSS45"                
## [11959] "PRSS42"                 "MYL3"                  
## [11961] "PTH1R"                  "CCDC12"                
## [11963] "NBEAL2"                 "NRADDP"                
## [11965] "SETD2"                  "KIF9-AS1"              
## [11967] "KIF9"                   "KLHL18"                
## [11969] "PTPN23"                 "SCAP"                  
## [11971] "ELP6"                   "CSPG5"                 
## [11973] "SMARCC1"                "DHX30"                 
## [11975] "MAP4"                   "CDC25A"                
## [11977] "CAMP"                   "ZNF589"                
## [11979] "NME6"                   "PLXNB1"                
## [11981] "CCDC51"                 "TMA7"                  
## [11983] "ATRIP"                  "TREX1"                 
## [11985] "SHISA5"                 "PFKFB4"                
## [11987] "UCN2"                   "COL7A1"                
## [11989] "UQCRC1"                 "TMEM89"                
## [11991] "SLC26A6"                "CELSR3"                
## [11993] "NCKIPSD"                "IP6K2"                 
## [11995] "PRKAR2A"                "SLC25A20"              
## [11997] "ARIH2OS"                "ARIH2"                 
## [11999] "P4HTM"                  "WDR6"                  
## [12001] "DALRD3"                 "NDUFAF3"               
## [12003] "IMPDH2"                 "QRICH1"                
## [12005] "QARS"                   "USP19"                 
## [12007] "LAMB2"                  "LAMB2P1"               
## [12009] "CCDC71"                 "KLHDC8B"               
## [12011] "CCDC36"                 "C3orf62"               
## [12013] "USP4"                   "GPX1"                  
## [12015] "RHOA"                   "TCTA"                  
## [12017] "AMT"                    "NICN1"                 
## [12019] "DAG1"                   "BSN"                   
## [12021] "APEH"                   "MST1"                  
## [12023] "RNF123"                 "AMIGO3"                
## [12025] "GMPPB"                  "IP6K1"                 
## [12027] "CDHR4"                  "UBA7"                  
## [12029] "TRAIP"                  "CAMKV"                 
## [12031] "MST1R"                  "MON1A"                 
## [12033] "RBM6"                   "RBM5"                  
## [12035] "SEMA3F"                 "GNAT1"                 
## [12037] "SLC38A3"                "GNAI2"                 
## [12039] "SEMA3B"                 "IFRD2"                 
## [12041] "HYAL3"                  "HYAL1"                 
## [12043] "HYAL2"                  "TUSC2"                 
## [12045] "RASSF1"                 "ZMYND10"               
## [12047] "NPRL2"                  "CYB561D2"              
## [12049] "TMEM115"                "CACNA2D2"              
## [12051] "C3orf18"                "HEMK1"                 
## [12053] "CISH"                   "MAPKAPK3"              
## [12055] "MIR4787"                "DOCK3"                 
## [12057] "MANF"                   "RBM15B"                
## [12059] "RAD54L2"                "TEX264"                
## [12061] "GRM2"                   "IQCF3"                 
## [12063] "RRP9"                   "PARP3"                 
## [12065] "GPR62"                  "PCBP4"                 
## [12067] "ABHD14B"                "ABHD14A"               
## [12069] "ACY1"                   "RPL29"                 
## [12071] "DUSP7"                  "LINC00696"             
## [12073] "POC1A"                  "ALAS1"                 
## [12075] "TLR9"                   "TWF2"                  
## [12077] "PPM1M"                  "WDR82"                 
## [12079] "GLYCTK"                 "DNAH1"                 
## [12081] "BAP1"                   "PHF7"                  
## [12083] "SEMA3G"                 "TNNC1"                 
## [12085] "NISCH"                  "STAB1"                 
## [12087] "NT5DC2"                 "SMIM4"                 
## [12089] "PBRM1"                  "GNL3"                  
## [12091] "SNORD19"                "SNORD19B"              
## [12093] "SNORD69"                "GLT8D1"                
## [12095] "SPCS1"                  "NEK4"                  
## [12097] "ITIH1"                  "ITIH3"                 
## [12099] "ITIH4"                  "MUSTN1"                
## [12101] "SFMBT1"                 "RFT1"                  
## [12103] "PRKCD"                  "TKT"                   
## [12105] "DCP1A"                  "CACNA1D"               
## [12107] "CHDH"                   "IL17RB"                
## [12109] "ACTR8"                  "CACNA2D3"              
## [12111] "WNT5A"                  "ERC2"                  
## [12113] "CCDC66"                 "FAM208A"               
## [12115] "ARHGEF3"                "SPATA12"               
## [12117] "IL17RD"                 "HESX1"                 
## [12119] "APPL1"                  "ASB14"                 
## [12121] "DNAH12"                 "PDE12"                 
## [12123] "ARF4"                   "DENND6A"               
## [12125] "SLMAP"                  "FLNB"                  
## [12127] "DNASE1L3"               "ABHD6"                 
## [12129] "RPP14"                  "PXK"                   
## [12131] "PDHB"                   "KCTD6"                 
## [12133] "ACOX2"                  "FAM107A"               
## [12135] "FAM3D"                  "C3orf67"               
## [12137] "FHIT"                   "PTPRG"                 
## [12139] "PTPRG-AS1"              "C3orf14"               
## [12141] "CADPS"                  "SYNPR"                 
## [12143] "SYNPR-AS1"              "SNTN"                  
## [12145] "C3orf49"                "THOC7"                 
## [12147] "ATXN7"                  "PSMD6-AS2"             
## [12149] "PSMD6"                  "PRICKLE2-AS1"          
## [12151] "PRICKLE2"               "PRICKLE2-AS3"          
## [12153] "ADAMTS9"                "ADAMTS9-AS2"           
## [12155] "MAGI1"                  "SLC25A26"              
## [12157] "LRIG1"                  "KBTBD8"                
## [12159] "SUCLG2"                 "EOGT"                  
## [12161] "TMF1"                   "UBA3"                  
## [12163] "ARL6IP5"                "LMOD3"                 
## [12165] "FRMD4B"                 "MITF"                  
## [12167] "FOXP1"                  "EIF4E3"                
## [12169] "GPR27"                  "PROK2"                 
## [12171] "RYBP"                   "SHQ1"                  
## [12173] "GXYLT2"                 "PPP4R2"                
## [12175] "EBLN2"                  "PDZRN3"                
## [12177] "CNTN3"                  "FAM86DP"               
## [12179] "ZNF717"                 "ROBO2"                 
## [12181] "ROBO1"                  "GBE1"                  
## [12183] "CADM2"                  "MIR5688"               
## [12185] "VGLL3"                  "CHMP2B"                
## [12187] "POU1F1"                 "HTR1F"                 
## [12189] "CGGBP1"                 "ZNF654"                
## [12191] "C3orf38"                "EPHA3"                 
## [12193] "PROS1"                  "ARL13B"                
## [12195] "STX19"                  "NSUN3"                 
## [12197] "EPHA6"                  "ARL6"                  
## [12199] "CRYBG3"                 "GABRR3"                
## [12201] "OR5K2"                  "CLDND1"                
## [12203] "GPR15"                  "CPOX"                  
## [12205] "ST3GAL6-AS1"            "ST3GAL6"               
## [12207] "DCBLD2"                 "COL8A1"                
## [12209] "CMSS1"                  "FILIP1L"               
## [12211] "TBC1D23"                "NIT2"                  
## [12213] "LNP1"                   "TMEM45A"               
## [12215] "TFG"                    "ABI3BP"                
## [12217] "IMPG2"                  "SENP7"                 
## [12219] "FAM172BP"               "TRMT10C"               
## [12221] "PCNP"                   "ZBTB11"                
## [12223] "RPL24"                  "PDCL3P4"               
## [12225] "CEP97"                  "NXPE3"                 
## [12227] "NFKBIZ"                 "ZPLD1"                 
## [12229] "ALCAM"                  "CBLB"                  
## [12231] "BBX"                    "LINC00636"             
## [12233] "CD47"                   "IFT57"                 
## [12235] "HHLA2"                  "MYH15"                 
## [12237] "DZIP3"                  "TRAT1"                 
## [12239] "MORC1"                  "LINC00488"             
## [12241] "CD96"                   "ZBED2"                 
## [12243] "PLCXD2"                 "PHLDB2"                
## [12245] "ABHD10"                 "TAGLN3"                
## [12247] "TMPRSS7"                "C3orf52"               
## [12249] "GCSAM"                  "SLC9C1"                
## [12251] "CD200"                  "BTLA"                  
## [12253] "ATG3"                   "SLC35A5"               
## [12255] "CCDC80"                 "CD200R1L"              
## [12257] "CD200R1"                "GTPBP8"                
## [12259] "BOC"                    "SPICE1"                
## [12261] "SIDT1"                  "NAA50"                 
## [12263] "ATP6V1A"                "GRAMD1C"               
## [12265] "ZDHHC23"                "ZNF80"                 
## [12267] "TIGIT"                  "MIR568"                
## [12269] "ZBTB20"                 "ZBTB20-AS1"            
## [12271] "GAP43"                  "LSAMP"                 
## [12273] "IGSF11"                 "UPK1B"                 
## [12275] "B4GALT4"                "ARHGAP31"              
## [12277] "TMEM39A"                "POGLUT1"               
## [12279] "TIMMDC1"                "CD80"                  
## [12281] "ADPRH"                  "PLA1A"                 
## [12283] "POPDC2"                 "COX17"                 
## [12285] "MAATS1"                 "NR1I2"                 
## [12287] "GSK3B"                  "GPR156"                
## [12289] "LRRC58"                 "FSTL1"                 
## [12291] "NDUFB4"                 "HGD"                   
## [12293] "RABL3"                  "GTF2E1"                
## [12295] "STXBP5L"                "POLQ"                  
## [12297] "ARGFX"                  "HCLS1"                 
## [12299] "GOLGB1"                 "IQCB1"                 
## [12301] "EAF2"                   "SLC15A2"               
## [12303] "ILDR1"                  "CD86"                  
## [12305] "CASR"                   "CSTA"                  
## [12307] "CCDC58"                 "FAM162A"               
## [12309] "WDR5B"                  "KPNA1"                 
## [12311] "PARP9"                  "DTX3L"                 
## [12313] "PARP15"                 "PARP14"                
## [12315] "HSPBAP1"                "DIRC2"                 
## [12317] "SEMA5B"                 "PDIA5"                 
## [12319] "SEC22A"                 "ADCY5"                 
## [12321] "MYLK-AS1"               "MYLK"                  
## [12323] "CCDC14"                 "ROPN1"                 
## [12325] "KALRN"                  "UMPS"                  
## [12327] "ITGB5"                  "MUC13"                 
## [12329] "HEG1"                   "SLC12A8"               
## [12331] "ZNF148"                 "SNX4"                  
## [12333] "OSBPL11"                "FAM86JP"               
## [12335] "ALG1L"                  "ROPN1B"                
## [12337] "SLC41A3"                "ALDH1L1"               
## [12339] "ALDH1L1-AS2"            "KLF15"                 
## [12341] "ZXDC"                   "UROC1"                 
## [12343] "CHST13"                 "TXNRD3NB"              
## [12345] "TXNRD3"                 "CHCHD6"                
## [12347] "PLXNA1"                 "TPRA1"                 
## [12349] "MCM2"                   "PODXL2"                
## [12351] "ABTB1"                  "MGLL"                  
## [12353] "KBTBD12"                "SEC61A1"               
## [12355] "RUVBL1"                 "EEFSEC"                
## [12357] "GATA2"                  "LOC90246"              
## [12359] "RPN1"                   "RAB7A"                 
## [12361] "LOC653712"              "ACAD9"                 
## [12363] "KIAA1257"               "EFCC1"                 
## [12365] "GP9"                    "RAB43"                 
## [12367] "ISY1"                   "CNBP"                  
## [12369] "COPG1"                  "H1FX"                  
## [12371] "H1FX-AS1"               "RPL32P3"               
## [12373] "SNORA7B"                "EFCAB12"               
## [12375] "MBD4"                   "IFT122"                
## [12377] "PLXND1"                 "TMCC1"                 
## [12379] "TRH"                    "ALG1L2"                
## [12381] "FAM86HP"                "COL6A4P2"              
## [12383] "COL6A5"                 "COL6A6"                
## [12385] "PIK3R4"                 "ATP2C1"                
## [12387] "ASTE1"                  "NEK11"                 
## [12389] "LOC339874"              "NUDT16P1"              
## [12391] "NUDT16"                 "MRPL3"                 
## [12393] "SNORA58"                "CPNE4"                 
## [12395] "ACPP"                   "DNAJC13"               
## [12397] "ACAD11"                 "NPHP3-ACAD11"          
## [12399] "UBA5"                   "NPHP3"                 
## [12401] "TMEM108"                "CDV3"                  
## [12403] "TOPBP1"                 "TF"                    
## [12405] "SRPRB"                  "RAB6B"                 
## [12407] "C3orf36"                "SLCO2A1"               
## [12409] "RYK"                    "AMOTL2"                
## [12411] "ANAPC13"                "CEP63"                 
## [12413] "KY"                     "EPHB1"                 
## [12415] "PPP2R3A"                "MSL2"                  
## [12417] "PCCB"                   "STAG1"                 
## [12419] "SLC35G2"                "NCK1"                  
## [12421] "IL20RB"                 "CLDN18"                
## [12423] "DZIP1L"                 "A4GNT"                 
## [12425] "DBR1"                   "ARMC8"                 
## [12427] "NME9"                   "MRAS"                  
## [12429] "ESYT3"                  "CEP70"                 
## [12431] "FAIM"                   "PIK3CB"                
## [12433] "FOXL2"                  "MRPS22"                
## [12435] "COPB2"                  "RBP2"                  
## [12437] "RBP1"                   "NMNAT3"                
## [12439] "CLSTN2"                 "SLC25A36"              
## [12441] "SPSB4"                  "ZBTB38"                
## [12443] "RASA2"                  "RNF7"                  
## [12445] "GRK7"                   "ATP1B3"                
## [12447] "TFDP2"                  "GK5"                   
## [12449] "XRN1"                   "ATR"                   
## [12451] "PLS1"                   "TRPC1"                 
## [12453] "PCOLCE2"                "PAQR9"                 
## [12455] "LOC100289361"           "U2SURP"                
## [12457] "CHST2"                  "SLC9A9"                
## [12459] "C3orf58"                "PLOD2"                 
## [12461] "PLSCR4"                 "PLSCR2"                
## [12463] "PLSCR1"                 "ZIC1"                  
## [12465] "AGTR1"                  "CPB1"                  
## [12467] "CPA3"                   "GYG1"                  
## [12469] "HLTF"                   "HPS3"                  
## [12471] "CP"                     "TM4SF18"               
## [12473] "TM4SF1"                 "TM4SF4"                
## [12475] "WWTR1"                  "WWTR1-AS1"             
## [12477] "COMMD2"                 "ANKUB1"                
## [12479] "RNF13"                  "PFN2"                  
## [12481] "LOC646903"              "TSC22D2"               
## [12483] "SERP1"                  "EIF2A"                 
## [12485] "SIAH2"                  "MED12L"                
## [12487] "GPR171"                 "P2RY14"                
## [12489] "GPR87"                  "P2RY13"                
## [12491] "P2RY12"                 "IGSF10"                
## [12493] "MIR548H2"               "AADAC"                 
## [12495] "SUCNR1"                 "MBNL1-AS1"             
## [12497] "MBNL1"                  "P2RY1"                 
## [12499] "RAP2B"                  "C3orf79"               
## [12501] "ARHGEF26-AS1"           "ARHGEF26"              
## [12503] "DHX36"                  "MME"                   
## [12505] "PLCH1"                  "C3orf33"               
## [12507] "SLC33A1"                "GMPS"                  
## [12509] "KCNAB1"                 "SSR3"                  
## [12511] "TIPARP-AS1"             "TIPARP"                
## [12513] "PA2G4P4"                "LEKR1"                 
## [12515] "CCNL1"                  "VEPH1"                 
## [12517] "PTX3"                   "SHOX2"                 
## [12519] "RSRC1"                  "MLF1"                  
## [12521] "GFM1"                   "LXN"                   
## [12523] "RARRES1"                "MFSD1"                 
## [12525] "SCHIP1"                 "IL12A"                 
## [12527] "C3orf80"                "IFT80"                 
## [12529] "SMC4"                   "TRIM59"                
## [12531] "KPNA4"                  "SCARNA7"               
## [12533] "ARL14"                  "PPM1L"                 
## [12535] "B3GALNT1"               "NMD3"                  
## [12537] "SPTSSB"                 "SI"                    
## [12539] "SLITRK3"                "BCHE"                  
## [12541] "ZBBX"                   "SERPINI2"              
## [12543] "WDR49"                  "PDCD10"                
## [12545] "SERPINI1"               "GOLIM4"                
## [12547] "EGFEM1P"                "MECOM"                 
## [12549] "TERC"                   "ACTRT3"                
## [12551] "MYNN"                   "LRRC34"                
## [12553] "LRRIQ4"                 "LRRC31"                
## [12555] "SAMD7"                  "LOC100128164"          
## [12557] "SEC62"                  "GPR160"                
## [12559] "PHC3"                   "PRKCI"                 
## [12561] "SKIL"                   "CLDN11"                
## [12563] "SLC7A14"                "RPL22L1"               
## [12565] "EIF5A2"                 "SLC2A2"                
## [12567] "TNIK"                   "PLD1"                  
## [12569] "TMEM212"                "FNDC3B"                
## [12571] "TNFSF10"                "NCEH1"                 
## [12573] "ECT2"                   "NLGN1"                 
## [12575] "NAALADL2"               "TBL1XR1"               
## [12577] "LINC00578"              "KCNMB2"                
## [12579] "ZMAT3"                  "PIK3CA"                
## [12581] "KCNMB3"                 "ZNF639"                
## [12583] "MFN1"                   "GNB4"                  
## [12585] "ACTL6A"                 "MRPL47"                
## [12587] "NDUFB5"                 "USP13"                 
## [12589] "PEX5L"                  "TTC14"                 
## [12591] "CCDC39"                 "FXR1"                  
## [12593] "DNAJC19"                "SOX2-OT"               
## [12595] "SOX2"                   "ATP11B"                
## [12597] "DCUN1D1"                "MCCC1"                 
## [12599] "LAMP3"                  "MCF2L2"                
## [12601] "B3GNT5"                 "KLHL6"                 
## [12603] "KLHL24"                 "YEATS2"                
## [12605] "MAP6D1"                 "PARL"                  
## [12607] "ABCC5"                  "HTR3C"                 
## [12609] "EIF2B5"                 "DVL3"                  
## [12611] "AP2M1"                  "ABCF3"                 
## [12613] "VWA5B2"                 "ALG3"                  
## [12615] "ECE2"                   "CAMK2N2"               
## [12617] "PSMD2"                  "EIF4G1"                
## [12619] "FAM131A"                "CLCN2"                 
## [12621] "POLR2H"                 "THPO"                  
## [12623] "CHRD"                   "EPHB3"                 
## [12625] "MAGEF1"                 "VPS8"                  
## [12627] "C3orf70"                "EHHADH-AS1"            
## [12629] "EHHADH"                 "MAP3K13"               
## [12631] "TMEM41A"                "LIPH"                  
## [12633] "SENP2"                  "IGF2BP2"               
## [12635] "TRA2B"                  "ETV5"                  
## [12637] "DGKG"                   "CRYGS"                 
## [12639] "TBCCD1"                 "DNAJB11"               
## [12641] "AHSG"                   "FETUB"                 
## [12643] "HRG"                    "KNG1"                  
## [12645] "EIF4A2"                 "SNORD2"                
## [12647] "SNORA81"                "SNORA63"               
## [12649] "SNORA4"                 "RFC4"                  
## [12651] "ADIPOQ"                 "ST6GAL1"               
## [12653] "RPL39L"                 "RTP1"                  
## [12655] "MASP1"                  "RTP4"                  
## [12657] "BCL6"                   "LPP-AS2"               
## [12659] "LPP"                    "FLJ42393"              
## [12661] "TPRG1"                  "TP63"                  
## [12663] "CLDN1"                  "CLDN16"                
## [12665] "TMEM207"                "IL1RAP"                
## [12667] "GMNC"                   "CCDC50"                
## [12669] "FGF12"                  "MB21D2"                
## [12671] "HRASLS"                 "MGC2889"               
## [12673] "ATP13A5"                "ATP13A4"               
## [12675] "OPA1"                   "OPA1-AS1"              
## [12677] "DPPA2P3"                "HES1"                  
## [12679] "LRRC15"                 "GP5"                   
## [12681] "ATP13A3"                "TMEM44-AS1"            
## [12683] "TMEM44"                 "LSG1"                  
## [12685] "FAM43A"                 "XXYLT1"                
## [12687] "ACAP2"                  "PPP1R2"                
## [12689] "APOD"                   "SDHAP2"                
## [12691] "MIR570"                 "MUC20"                 
## [12693] "MUC4"                   "TNK2"                  
## [12695] "SDHAP1"                 "TFRC"                  
## [12697] "ZDHHC19"                "SLC51A"                
## [12699] "PCYT1A"                 "TCTEX1D2"              
## [12701] "TM4SF19"                "UBXN7"                 
## [12703] "RNF168"                 "WDR53"                 
## [12705] "FBXO45"                 "CEP19"                 
## [12707] "PIGX"                   "PAK2"                  
## [12709] "SENP5"                  "NCBP2"                 
## [12711] "PIGZ"                   "DLG1"                  
## [12713] "DLG1-AS1"               "BDH1"                  
## [12715] "LOC220729"              "FYTTD1"                
## [12717] "LRCH3"                  "IQCG"                  
## [12719] "RPL35A"                 "LMLN"                  
## [12721] "FAM157A"                "ZNF595"                
## [12723] "ZNF718"                 "ZNF876P"               
## [12725] "ZNF732"                 "ZNF141"                
## [12727] "ABCA11P"                "ZNF721"                
## [12729] "PIGG"                   "PDE6B"                 
## [12731] "MYL5"                   "PCGF3"                 
## [12733] "LOC100129917"           "CPLX1"                 
## [12735] "GAK"                    "TMEM175"               
## [12737] "DGKQ"                   "SLC26A1"               
## [12739] "IDUA"                   "FGFRL1"                
## [12741] "RNF212"                 "SPON2"                 
## [12743] "LOC100130872"           "CTBP1"                 
## [12745] "MAEA"                   "UVSSA"                 
## [12747] "CRIPAK"                 "FAM53A"                
## [12749] "SLBP"                   "TMEM129"               
## [12751] "TACC3"                  "FGFR3"                 
## [12753] "LETM1"                  "SCARNA22"              
## [12755] "NELFA"                  "C4orf48"               
## [12757] "NAT8L"                  "POLN"                  
## [12759] "HAUS3"                  "MXD4"                  
## [12761] "ZFYVE28"                "RNF4"                  
## [12763] "FAM193A"                "TNIP2"                 
## [12765] "SH3BP2"                 "ADD1"                  
## [12767] "MFSD10"                 "NOP14-AS1"             
## [12769] "NOP14"                  "GRK4"                  
## [12771] "HTT"                    "MSANTD1"               
## [12773] "RGS12"                  "HGFAC"                 
## [12775] "DOK7"                   "LRPAP1"                
## [12777] "ADRA2C"                 "FAM86EP"               
## [12779] "TMEM128"                "LYAR"                  
## [12781] "ZBTB49"                 "NSG1"                  
## [12783] "STX18"                  "MSX1"                  
## [12785] "CYTL1"                  "STK32B"                
## [12787] "EVC2"                   "EVC"                   
## [12789] "CRMP1"                  "JAKMIP1"               
## [12791] "WFS1"                   "PPP2R2C"               
## [12793] "MAN2B2"                 "MRFAP1"                
## [12795] "LOC93622"               "S100P"                 
## [12797] "MRFAP1L1"               "BLOC1S4"               
## [12799] "KIAA0232"               "TBC1D14"               
## [12801] "LOC100129931"           "CCDC96"                
## [12803] "TADA2B"                 "GRPEL1"                
## [12805] "SORCS2"                 "PSAPL1"                
## [12807] "AFAP1-AS1"              "AFAP1"                 
## [12809] "ABLIM2"                 "SH3TC1"                
## [12811] "HTRA3"                  "ACOX3"                 
## [12813] "TRMT44"                 "GPR78"                 
## [12815] "CPZ"                    "HMX1"                  
## [12817] "SLC2A9"                 "WDR1"                  
## [12819] "MIR3138"                "ZNF518B"               
## [12821] "HS3ST1"                 "RAB28"                 
## [12823] "NKX3-2"                 "BOD1L1"                
## [12825] "CPEB2"                  "C1QTNF7"               
## [12827] "CC2D2A"                 "FBXL5"                 
## [12829] "FAM200B"                "BST1"                  
## [12831] "CD38"                   "FGFBP1"                
## [12833] "FGFBP2"                 "PROM1"                 
## [12835] "TAPT1"                  "TAPT1-AS1"             
## [12837] "LDB2"                   "QDPR"                  
## [12839] "LAP3"                   "MED28"                 
## [12841] "FAM184B"                "DCAF16"                
## [12843] "NCAPG"                  "LCORL"                 
## [12845] "SLIT2"                  "PACRGL"                
## [12847] "KCNIP4"                 "LOC100505912"          
## [12849] "GBA3"                   "PPARGC1A"              
## [12851] "MIR573"                 "DHX15"                 
## [12853] "SOD3"                   "CCDC149"               
## [12855] "LGI2"                   "SEPSECS"               
## [12857] "PI4K2B"                 "ZCCHC4"                
## [12859] "ANAPC4"                 "SLC34A2"               
## [12861] "SEL1L3"                 "RBPJ"                  
## [12863] "TBC1D19"                "STIM2"                 
## [12865] "PCDH7"                  "ARAP2"                 
## [12867] "DTHD1"                  "C4orf19"               
## [12869] "RELL1"                  "PGM2"                  
## [12871] "TBC1D1"                 "PTTG2"                 
## [12873] "KLF3"                   "TLR10"                 
## [12875] "TLR1"                   "TLR6"                  
## [12877] "FAM114A1"               "MIR574"                
## [12879] "TMEM156"                "KLHL5"                 
## [12881] "WDR19"                  "RFC1"                  
## [12883] "KLB"                    "RPL9"                  
## [12885] "LIAS"                   "LOC401127"             
## [12887] "UGDH"                   "UGDH-AS1"              
## [12889] "SMIM14"                 "UBE2K"                 
## [12891] "PDS5A"                  "LOC344967"             
## [12893] "N4BP2"                  "RHOH"                  
## [12895] "CHRNA9"                 "RBM47"                 
## [12897] "NSUN7"                  "APBB2"                 
## [12899] "UCHL1"                  "LIMCH1"                
## [12901] "TMEM33"                 "DCAF4L1"               
## [12903] "SLC30A9"                "BEND4"                 
## [12905] "SHISA3"                 "ATP8A1"                
## [12907] "KCTD8"                  "GUF1"                  
## [12909] "GNPDA2"                 "GABRA2"                
## [12911] "GABRA4"                 "GABRB1"                
## [12913] "COMMD8"                 "ATP10D"                
## [12915] "CORIN"                  "NFXL1"                 
## [12917] "CNGA1"                  "NIPAL1"                
## [12919] "TXK"                    "TEC"                   
## [12921] "SLAIN2"                 "SLC10A4"               
## [12923] "ZAR1"                   "FRYL"                  
## [12925] "OCIAD1"                 "OCIAD2"                
## [12927] "CWH43"                  "DCUN1D4"               
## [12929] "LRRC66"                 "SGCB"                  
## [12931] "SPATA18"                "USP46"                 
## [12933] "DANCR"                  "MIR4449"               
## [12935] "SNORA26"                "ERVMER34-1"            
## [12937] "RASL11B"                "SCFD2"                 
## [12939] "FIP1L1"                 "LNX1"                  
## [12941] "LNX1-AS2"               "RPL21P44"              
## [12943] "CHIC2"                  "PDGFRA"                
## [12945] "KIT"                    "KDR"                   
## [12947] "SRD5A3"                 "SRD5A3-AS1"            
## [12949] "TMEM165"                "CLOCK"                 
## [12951] "NMU"                    "EXOC1"                 
## [12953] "CEP135"                 "KIAA1211"              
## [12955] "AASDH"                  "PPAT"                  
## [12957] "PAICS"                  "SRP72"                 
## [12959] "ARL9"                   "THEGL"                 
## [12961] "HOPX"                   "SPINK2"                
## [12963] "REST"                   "NOA1"                  
## [12965] "POLR2B"                 "IGFBP7"                
## [12967] "TECRL"                  "EPHA5"                 
## [12969] "STAP1"                  "UBA6"                  
## [12971] "GNRHR"                  "TMPRSS11D"             
## [12973] "TMPRSS11A"              "TMPRSS11GP"            
## [12975] "TMPRSS11F"              "TMPRSS11BNL"           
## [12977] "TMPRSS11B"              "YTHDC1"                
## [12979] "TMPRSS11E"              "UGT2B17"               
## [12981] "UGT2B15"                "UGT2B10"               
## [12983] "UGT2A3"                 "UGT2B7"                
## [12985] "UGT2B11"                "UGT2B28"               
## [12987] "UGT2B4"                 "SULT1B1"               
## [12989] "SULT1E1"                "ODAM"                  
## [12991] "FDCSP"                  "CSN3"                  
## [12993] "AMTN"                   "AMBN"                  
## [12995] "ENAM"                   "UTP3"                  
## [12997] "RUFY3"                  "GRSF1"                 
## [12999] "MOB1B"                  "DCK"                   
## [13001] "SLC4A4"                 "GC"                    
## [13003] "NPFFR2"                 "ADAMTS3"               
## [13005] "COX18"                  "ANKRD17"               
## [13007] "ALB"                    "AFP"                   
## [13009] "AFM"                    "RASSF6"                
## [13011] "CXCL6"                  "PF4V1"                 
## [13013] "CXCL1"                  "PF4"                   
## [13015] "PPBP"                   "CXCL5"                 
## [13017] "CXCL3"                  "CXCL2"                 
## [13019] "MTHFD2L"                "EPGN"                  
## [13021] "EREG"                   "AREG"                  
## [13023] "BTC"                    "PARM1"                 
## [13025] "RCHY1"                  "THAP6"                 
## [13027] "CDKL2"                  "G3BP2"                 
## [13029] "USO1"                   "PPEF2"                 
## [13031] "NAAA"                   "SDAD1"                 
## [13033] "CXCL9"                  "ART3"                  
## [13035] "CXCL10"                 "CXCL11"                
## [13037] "NUP54"                  "SCARB2"                
## [13039] "FAM47E"                 "STBD1"                 
## [13041] "CCDC158"                "SHROOM3"               
## [13043] "SOWAHB"                 "SEPT11"                
## [13045] "CCNI"                   "CCNG2"                 
## [13047] "CXCL13"                 "CNOT6L"                
## [13049] "MRPL1"                  "FRAS1"                 
## [13051] "ANXA3"                  "BMP2K"                 
## [13053] "PAQR3"                  "ANTXR2"                
## [13055] "PRDM8"                  "FGF5"                  
## [13057] "BMP3"                   "PRKG2"                 
## [13059] "RASGEF1B"               "HNRNPD"                
## [13061] "ENOPH1"                 "TMEM150C"              
## [13063] "SCD5"                   "SEC31A"                
## [13065] "THAP9-AS1"              "THAP9"                 
## [13067] "LIN54"                  "COPS4"                 
## [13069] "PLAC8"                  "COQ2"                  
## [13071] "HPSE"                   "HELQ"                  
## [13073] "MRPS18C"                "NKX6-1"                
## [13075] "CDS1"                   "WDFY3"                 
## [13077] "WDFY3-AS2"              "ARHGAP24"              
## [13079] "MAPK10"                 "PTPN13"                
## [13081] "SLC10A6"                "C4orf36"               
## [13083] "AFF1"                   "KLHL8"                 
## [13085] "HSD17B13"               "HSD17B11"              
## [13087] "NUDT9"                  "SPARCL1"               
## [13089] "DMP1"                   "SPP1"                  
## [13091] "PKD2"                   "ABCG2"                 
## [13093] "PPM1K"                  "HERC6"                 
## [13095] "HERC5"                  "HERC3"                 
## [13097] "NAP1L5"                 "FAM13A-AS1"            
## [13099] "FAM13A"                 "TIGD2"                 
## [13101] "GPRIN3"                 "SNCA"                  
## [13103] "MMRN1"                  "CCSER1"                
## [13105] "GRID2"                  "SMARCAD1"              
## [13107] "HPGDS"                  "PDLIM5"                
## [13109] "BMPR1B"                 "UNC5C"                 
## [13111] "STPG2"                  "RAP1GDS1"              
## [13113] "TSPAN5"                 "EIF4E"                 
## [13115] "METAP1"                 "ADH5"                  
## [13117] "LOC100507053"           "ADH4"                  
## [13119] "ADH6"                   "ADH1A"                 
## [13121] "ADH1B"                  "ADH1C"                 
## [13123] "ADH7"                   "TRMT10A"               
## [13125] "MTTP"                   "DAPP1"                 
## [13127] "LAMTOR3"                "DNAJB14"               
## [13129] "H2AFZ"                  "LOC256880"             
## [13131] "DDIT4L"                 "EMCN"                  
## [13133] "PPP3CA"                 "FLJ20021"              
## [13135] "BANK1"                  "SLC39A8"               
## [13137] "NFKB1"                  "MANBA"                 
## [13139] "UBE2D3"                 "CISD2"                 
## [13141] "SLC9B1"                 "SLC9B2"                
## [13143] "BDH2"                   "CENPE"                 
## [13145] "CXXC4"                  "TET2"                  
## [13147] "PPA2"                   "ARHGEF38"              
## [13149] "ARHGEF38-IT1"           "INTS12"                
## [13151] "GSTCD"                  "NPNT"                  
## [13153] "TBCK"                   "AIMP1"                 
## [13155] "DKK2"                   "PAPSS1"                
## [13157] "SGMS2"                  "CYP2U1"                
## [13159] "HADH"                   "LEF1"                  
## [13161] "LEF1-AS1"               "RPL34-AS1"             
## [13163] "RPL34"                  "OSTC"                  
## [13165] "COL25A1"                "SEC24B-AS1"            
## [13167] "SEC24B"                 "CASP6"                 
## [13169] "PLA2G12A"               "CFI"                   
## [13171] "GAR1"                   "RRH"                   
## [13173] "LRIT3"                  "EGF"                   
## [13175] "ELOVL6"                 "ENPEP"                 
## [13177] "PITX2"                  "AP1AR"                 
## [13179] "TIFA"                   "ALPK1"                 
## [13181] "LARP7"                  "ANK2"                  
## [13183] "CAMK2D"                 "ARSJ"                  
## [13185] "UGT8"                   "TRAM1L1"               
## [13187] "NDST3"                  "SNHG8"                 
## [13189] "SNORA24"                "PRSS12"                
## [13191] "METTL14"                "SEC24D"                
## [13193] "SYNPO2"                 "MYOZ2"                 
## [13195] "USP53"                  "C4orf3"                
## [13197] "LOC645513"              "PDE5A"                 
## [13199] "MAD2L1"                 "PRDM5"                 
## [13201] "NDNF"                   "TNIP3"                 
## [13203] "QRFPR"                  "ANXA5"                 
## [13205] "TMEM155"                "EXOSC9"                
## [13207] "CCNA2"                  "BBS7"                  
## [13209] "TRPC3"                  "KIAA1109"              
## [13211] "IL2"                    "CETN4P"                
## [13213] "BBS12"                  "FGF2"                  
## [13215] "NUDT6"                  "SPATA5"                
## [13217] "SPRY1"                  "ANKRD50"               
## [13219] "FAT4"                   "INTU"                  
## [13221] "HSPA4L"                 "PLK4"                  
## [13223] "MFSD8"                  "LARP1B"                
## [13225] "PGRMC2"                 "SCLT1"                 
## [13227] "C4orf33"                "PCDH10"                
## [13229] "PABPC4L"                "PCDH18"                
## [13231] "SLC7A11-AS1"            "SLC7A11"               
## [13233] "ELF2"                   "MGARP"                 
## [13235] "NDUFC1"                 "NAA15"                 
## [13237] "RAB33B"                 "SETD7"                 
## [13239] "MGST2"                  "MAML3"                 
## [13241] "SCOC"                   "CLGN"                  
## [13243] "ELMOD2"                 "UCP1"                  
## [13245] "TBC1D9"                 "TNRC18P1"              
## [13247] "RNF150"                 "ZNF330"                
## [13249] "IL15"                   "INPP4B"                
## [13251] "USP38"                  "GAB1"                  
## [13253] "SMARCA5"                "GUSBP5"                
## [13255] "GYPE"                   "HHIP-AS1"              
## [13257] "HHIP"                   "ANAPC10"               
## [13259] "ABCE1"                  "OTUD4"                 
## [13261] "SMAD1"                  "MMAA"                  
## [13263] "ZNF827"                 "LSM6"                  
## [13265] "SLC10A7"                "TTC29"                 
## [13267] "EDNRA"                  "TMEM184C"              
## [13269] "ARHGAP10"               "NR3C2"                 
## [13271] "DCLK2"                  "LRBA"                  
## [13273] "MAB21L2"                "RPS3A"                 
## [13275] "SH3D19"                 "PRSS48"                
## [13277] "FAM160A1"               "FBXW7"                 
## [13279] "TMEM154"                "TIGD4"                 
## [13281] "ARFIP1"                 "FHDC1"                 
## [13283] "TRIM2"                  "ANXA2P1"               
## [13285] "MND1"                   "TLR2"                  
## [13287] "RNF175"                 "SFRP2"                 
## [13289] "DCHS2"                  "PLRG1"                 
## [13291] "FGB"                    "FGA"                   
## [13293] "FGG"                    "LRAT"                  
## [13295] "RBM46"                  "NPY2R"                 
## [13297] "MAP9"                   "ASIC5"                 
## [13299] "TDO2"                   "CTSO"                  
## [13301] "PDGFC"                  "GLRB"                  
## [13303] "FAM198B"                "TMEM144"               
## [13305] "RXFP1"                  "C4orf46"               
## [13307] "ETFDH"                  "PPID"                  
## [13309] "FNIP2"                  "RAPGEF2"               
## [13311] "FSTL5"                  "NAF1"                  
## [13313] "NPY1R"                  "NPY5R"                 
## [13315] "TMA16"                  "MARCH1"                
## [13317] "ANP32C"                 "TRIM61"                
## [13319] "FAM218A"                "TMEM192"               
## [13321] "KLHL2"                  "GK3P"                  
## [13323] "MSMO1"                  "CPE"                   
## [13325] "TLL1"                   "SPOCK3"                
## [13327] "ANXA10"                 "DDX60"                 
## [13329] "DDX60L"                 "PALLD"                 
## [13331] "CBR4"                   "SH3RF1"                
## [13333] "NEK1"                   "CLCN3"                 
## [13335] "MFAP3L"                 "AADAT"                 
## [13337] "GALNTL6"                "GALNT7"                
## [13339] "HMGB2"                  "SAP30"                 
## [13341] "SCRG1"                  "HAND2"                 
## [13343] "FBXO8"                  "CEP44"                 
## [13345] "HPGD"                   "GLRA3"                 
## [13347] "GPM6A"                  "WDR17"                 
## [13349] "SPATA4"                 "ASB5"                  
## [13351] "SPCS3"                  "VEGFC"                 
## [13353] "NEIL3"                  "AGA"                   
## [13355] "TENM3"                  "DCTD"                  
## [13357] "WWC2-AS2"               "WWC2"                  
## [13359] "CLDN24"                 "CDKN2AIP"              
## [13361] "LOC389247"              "ING2"                  
## [13363] "RWDD4"                  "TRAPPC11"              
## [13365] "STOX2"                  "ENPP6"                 
## [13367] "IRF2"                   "CASP3"                 
## [13369] "ACSL1"                  "SLED1"                 
## [13371] "MIR3945"                "HELT"                  
## [13373] "SLC25A4"                "SNX25"                 
## [13375] "LRP2BP"                 "ANKRD37"               
## [13377] "UFSP2"                  "C4orf47"               
## [13379] "CCDC110"                "PDLIM3"                
## [13381] "SORBS2"                 "TLR3"                  
## [13383] "FAM149A"                "FLJ38576"              
## [13385] "CYP4V2"                 "KLKB1"                 
## [13387] "F11"                    "MTNR1A"                
## [13389] "FAT1"                   "ZFP42"                 
## [13391] "TRIML2"                 "FRG1"                  
## [13393] "PLEKHG4B"               "CCDC127"               
## [13395] "SDHA"                   "PDCD6"                 
## [13397] "AHRR"                   "EXOC3"                 
## [13399] "PP7080"                 "SLC9A3"                
## [13401] "CEP72"                  "TPPP"                  
## [13403] "ZDHHC11"                "BRD9"                  
## [13405] "TRIP13"                 "LOC100506688"          
## [13407] "NKD2"                   "SLC12A7"               
## [13409] "TERT"                   "CLPTM1L"               
## [13411] "SLC6A3"                 "LPCAT1"                
## [13413] "SDHAP3"                 "LOC728613"             
## [13415] "MRPL36"                 "NDUFS6"                
## [13417] "IRX4"                   "IRX2"                  
## [13419] "C5orf38"                "IRX1"                  
## [13421] "ADAMTS16"               "MED10"                 
## [13423] "UBE2QL1"                "NSUN2"                 
## [13425] "SRD5A1"                 "ADCY2"                 
## [13427] "C5orf49"                "FASTKD3"               
## [13429] "MTRR"                   "SEMA5A"                
## [13431] "SNORD123"               "FAM173B"               
## [13433] "CCT5"                   "CMBL"                  
## [13435] "MARCH6"                 "ROPN1L"                
## [13437] "ANKRD33B"               "DAP"                   
## [13439] "CTNND2"                 "DNAH5"                 
## [13441] "TRIO"                   "ANKH"                  
## [13443] "LOC100130744"           "FBXL7"                 
## [13445] "ZNF622"                 "MYO10"                 
## [13447] "BASP1"                  "CDH18"                 
## [13449] "GUSBP1"                 "CDH12"                 
## [13451] "PRDM9"                  "CDH10"                 
## [13453] "CDH6"                   "DROSHA"                
## [13455] "C5orf22"                "PDZD2"                 
## [13457] "GOLPH3"                 "MTMR12"                
## [13459] "ZFR"                    "SUB1"                  
## [13461] "NPR3"                   "TARS"                  
## [13463] "ADAMTS12"               "SLC45A2"               
## [13465] "AMACR"                  "C1QTNF3"               
## [13467] "RAI14"                  "TTC23L"                
## [13469] "RAD1"                   "BRIX1"                 
## [13471] "DNAJC21"                "PRLR"                  
## [13473] "SPEF2"                  "IL7R"                  
## [13475] "CAPSL"                  "UGT3A2"                
## [13477] "LMBRD2"                 "SKP2"                  
## [13479] "RANBP3L"                "SLC1A3"                
## [13481] "NIPBL"                  "NUP155"                
## [13483] "WDR70"                  "GDNF"                  
## [13485] "EGFLAM"                 "LIFR"                  
## [13487] "MIR3650"                "OSMR"                  
## [13489] "RICTOR"                 "C9"                    
## [13491] "DAB2"                   "PTGER4"                
## [13493] "TTC33"                  "PRKAA1"                
## [13495] "LOC100506548"           "RPL37"                 
## [13497] "SNORD72"                "CARD6"                 
## [13499] "C7"                     "C6"                    
## [13501] "PLCXD3"                 "OXCT1"                 
## [13503] "C5orf51"                "FBXO4"                 
## [13505] "GHR"                    "CCDC152"               
## [13507] "LOC648987"              "ANXA2R"                
## [13509] "LOC153684"              "LOC100132356"          
## [13511] "ZNF131"                 "HMGCS1"                
## [13513] "CCL28"                  "C5orf34"               
## [13515] "PAIP1"                  "NNT"                   
## [13517] "FGF10"                  "MRPS30"                
## [13519] "EMB"                    "PARP8"                 
## [13521] "LOC642366"              "ISL1"                  
## [13523] "PELO"                   "ITGA1"                 
## [13525] "ITGA2"                  "MOCS2"                 
## [13527] "LOC257396"              "FST"                   
## [13529] "NDUFS4"                 "ARL15"                 
## [13531] "HSPB3"                  "SNX18"                 
## [13533] "ESM1"                   "GZMK"                  
## [13535] "GZMA"                   "CDC20B"                
## [13537] "GPX8"                   "CCNO"                  
## [13539] "DHX29"                  "RNF138P1"              
## [13541] "SLC38A9"                "DDX4"                  
## [13543] "IL31RA"                 "IL6ST"                 
## [13545] "ANKRD55"                "MAP3K1"                
## [13547] "SETD9"                  "MIER3"                 
## [13549] "GPBP1"                  "ACTBL2"                
## [13551] "PLK2"                   "GAPT"                  
## [13553] "RAB3C"                  "PDE4D"                 
## [13555] "PART1"                  "DEPDC1B"               
## [13557] "ELOVL7"                 "ERCC8"                 
## [13559] "NDUFAF2"                "SMIM15"                
## [13561] "ZSWIM6"                 "C5orf64"               
## [13563] "KIF2A"                  "DIMT1"                 
## [13565] "IPO11"                  "LRRC70"                
## [13567] "RNF180"                 "RGS7BP"                
## [13569] "SREK1IP1"               "CWC27"                 
## [13571] "ADAMTS6"                "CENPK"                 
## [13573] "PPWD1"                  "TRIM23"                
## [13575] "TRAPPC13"               "SGTB"                  
## [13577] "NLN"                    "SREK1"                 
## [13579] "MAST4"                  "CD180"                 
## [13581] "PIK3R1"                 "SLC30A5"               
## [13583] "CCNB1"                  "CENPH"                 
## [13585] "MRPS36"                 "CDK7"                  
## [13587] "CCDC125"                "TAF9"                  
## [13589] "RAD17"                  "MARVELD2"              
## [13591] "OCLN"                   "SMA4"                  
## [13593] "GTF2H2B"                "GUSBP9"                
## [13595] "NAIP"                   "GTF2H2"                
## [13597] "BDP1"                   "MCCC2"                 
## [13599] "MAP1B"                  "MRPS27"                
## [13601] "PTCD2"                  "ZNF366"                
## [13603] "TNPO1"                  "FCHO2"                 
## [13605] "TMEM171"                "FOXD1"                 
## [13607] "BTF3"                   "ANKRA2"                
## [13609] "UTP15"                  "ARHGEF28"              
## [13611] "ENC1"                   "HEXB"                  
## [13613] "GFM2"                   "NSA2"                  
## [13615] "FAM169A"                "GCNT4"                 
## [13617] "ANKRD31"                "HMGCR"                 
## [13619] "COL4A3BP"               "POLK"                  
## [13621] "ANKDD1B"                "POC5"                  
## [13623] "SV2C"                   "IQGAP2"                
## [13625] "F2RL2"                  "F2R"                   
## [13627] "F2RL1"                  "CRHBP"                 
## [13629] "AGGF1"                  "ZBED3"                 
## [13631] "SNORA47"                "ZBED3-AS1"             
## [13633] "PDE8B"                  "WDR41"                 
## [13635] "OTP"                    "TBCA"                  
## [13637] "AP3B1"                  "SCAMP1"                
## [13639] "LHFPL2"                 "ARSB"                  
## [13641] "DMGDH"                  "BHMT2"                 
## [13643] "BHMT"                   "JMY"                   
## [13645] "HOMER1"                 "CMYA5"                 
## [13647] "MTX3"                   "THBS4"                 
## [13649] "SERINC5"                "CRSP8P"                
## [13651] "ZFYVE16"                "FAM151B"               
## [13653] "ANKRD34B"               "DHFR"                  
## [13655] "MTRNR2L2"               "MSH3"                  
## [13657] "RASGRF2"                "CKMT2"                 
## [13659] "ZCCHC9"                 "ACOT12"                
## [13661] "SSBP2"                  "ATG10"                 
## [13663] "RPS23"                  "ATP6AP1L"              
## [13665] "TMEM167A"               "XRCC4"                 
## [13667] "VCAN"                   "HAPLN1"                
## [13669] "EDIL3"                  "COX7C"                 
## [13671] "RASA1"                  "CCNH"                  
## [13673] "TMEM161B"               "TMEM161B-AS1"          
## [13675] "LINC00461"              "MEF2C"                 
## [13677] "CETN3"                  "MBLAC2"                
## [13679] "POLR3G"                 "LYSMD3"                
## [13681] "ARRDC3"                 "ARRDC3-AS1"            
## [13683] "NR2F1"                  "MIR548AO"              
## [13685] "FAM172A"                "POU5F2"                
## [13687] "KIAA0825"               "MCTP1"                 
## [13689] "FAM81B"                 "TTC37"                 
## [13691] "ARSK"                   "GPR150"                
## [13693] "RFESD"                  "SPATA9"                
## [13695] "RHOBTB3"                "GLRX"                  
## [13697] "ELL2"                   "PCSK1"                 
## [13699] "CAST"                   "ERAP1"                 
## [13701] "ERAP2"                  "LNPEP"                 
## [13703] "RIOK2"                  "RGMB"                  
## [13705] "CHD1"                   "LOC100289230"          
## [13707] "FAM174A"                "ST8SIA4"               
## [13709] "SLCO4C1"                "SLCO6A1"               
## [13711] "PAM"                    "GIN1"                  
## [13713] "PPIP5K2"                "C5orf30"               
## [13715] "NUDT12"                 "EFNA5"                 
## [13717] "FBXL17"                 "FER"                   
## [13719] "PJA2"                   "MAN2A1"                
## [13721] "TMEM232"                "SLC25A46"              
## [13723] "TSLP"                   "WDR36"                 
## [13725] "CAMK4"                  "STARD4"                
## [13727] "STARD4-AS1"             "NREP"                  
## [13729] "EPB41L4A-AS1"           "SNORA13"               
## [13731] "EPB41L4A"               "APC"                   
## [13733] "SRP19"                  "REEP5"                 
## [13735] "DCP2"                   "MCC"                   
## [13737] "YTHDC2"                 "KCNN2"                 
## [13739] "TRIM36"                 "PGGT1B"                
## [13741] "CCDC112"                "FEM1C"                 
## [13743] "TICAM2"                 "TMED7"                 
## [13745] "CDO1"                   "ATG12"                 
## [13747] "AP3S1"                  "ARL14EPL"              
## [13749] "COMMD10"                "SEMA6A"                
## [13751] "DTWD2"                  "DMXL1"                 
## [13753] "TNFAIP8"                "HSD17B4"               
## [13755] "PRR16"                  "SRFBP1"                
## [13757] "LOX"                    "ZNF474"                
## [13759] "LOC100505841"           "SNCAIP"                
## [13761] "MGC32805"               "SNX2"                  
## [13763] "SNX24"                  "PPIC"                  
## [13765] "PRDM6"                  "CEP120"                
## [13767] "CSNK1G3"                "ZNF608"                
## [13769] "ALDH7A1"                "PHAX"                  
## [13771] "LMNB1"                  "MARCH3"                
## [13773] "C5orf63"                "MEGF10"                
## [13775] "PRRC1"                  "SLC12A2"               
## [13777] "FBN2"                   "SLC27A6"               
## [13779] "ISOC1"                  "ADAMTS19"              
## [13781] "CHSY3"                  "HINT1"                 
## [13783] "LYRM7"                  "CDC42SE2"              
## [13785] "RAPGEF6"                "FNIP1"                 
## [13787] "ACSL6"                  "CSF2"                  
## [13789] "P4HA2"                  "PDLIM4"                
## [13791] "SLC22A4"                "MIR3936"               
## [13793] "SLC22A5"                "C5orf56"               
## [13795] "IRF1"                   "IL5"                   
## [13797] "RAD50"                  "IL13"                  
## [13799] "IL4"                    "KIF3A"                 
## [13801] "CCNI2"                  "SEPT8"                 
## [13803] "SOWAHA"                 "SHROOM1"               
## [13805] "GDF9"                   "UQCRQ"                 
## [13807] "LEAP2"                  "AFF4"                  
## [13809] "ZCCHC10"                "HSPA4"                 
## [13811] "FSTL4"                  "C5orf15"               
## [13813] "VDAC1"                  "TCF7"                  
## [13815] "SKP1"                   "PPP2CA"                
## [13817] "MIR3661"                "CDKL3"                 
## [13819] "UBE2B"                  "CDKN2AIPNL"            
## [13821] "SAR1B"                  "SEC24A"                
## [13823] "CAMLG"                  "DDX46"                 
## [13825] "C5orf24"                "TXNDC15"               
## [13827] "PCBD2"                  "CATSPER3"              
## [13829] "PITX1"                  "H2AFY"                 
## [13831] "CXCL14"                 "SLC25A48"              
## [13833] "FBXL21"                 "LECT2"                 
## [13835] "TGFBI"                  "VTRNA2-1"              
## [13837] "SMAD5-AS1"              "SMAD5"                 
## [13839] "SPOCK1"                 "KLHL3"                 
## [13841] "HNRNPA0"                "NPY6R"                 
## [13843] "MYOT"                   "PKD2L2"                
## [13845] "FAM13B"                 "NME5"                  
## [13847] "BRD8"                   "KIF20A"                
## [13849] "CDC23"                  "GFRA3"                 
## [13851] "CDC25C"                 "FAM53C"                
## [13853] "KDM3B"                  "REEP2"                 
## [13855] "EGR1"                   "ETF1"                  
## [13857] "HSPA9"                  "SNORD63"               
## [13859] "CTNNA1"                 "LRRTM2"                
## [13861] "SIL1"                   "SNHG4"                 
## [13863] "MATR3"                  "SNORA74A"              
## [13865] "PAIP2"                  "SLC23A1"               
## [13867] "MZB1"                   "PROB1"                 
## [13869] "SPATA24"                "DNAJC18"               
## [13871] "ECSCR"                  "TMEM173"               
## [13873] "UBE2D2"                 "CXXC5"                 
## [13875] "PSD2"                   "NRG2"                  
## [13877] "PURA"                   "IGIP"                  
## [13879] "CYSTM1"                 "PFDN1"                 
## [13881] "HBEGF"                  "SLC4A9"                
## [13883] "ANKHD1"                 "ANKHD1-EIF4EBP3"       
## [13885] "EIF4EBP3"               "SRA1"                  
## [13887] "APBB3"                  "SLC35A4"               
## [13889] "CD14"                   "TMCO6"                 
## [13891] "NDUFA2"                 "IK"                    
## [13893] "WDR55"                  "DND1"                  
## [13895] "HARS"                   "HARS2"                 
## [13897] "ZMAT2"                  "VTRNA1-1"              
## [13899] "VTRNA1-2"               "VTRNA1-3"              
## [13901] "PCDHA1"                 "PCDHA2"                
## [13903] "PCDHA3"                 "PCDHA4"                
## [13905] "PCDHA5"                 "PCDHA6"                
## [13907] "PCDHA7"                 "PCDHA8"                
## [13909] "PCDHA9"                 "PCDHA10"               
## [13911] "PCDHA11"                "PCDHA12"               
## [13913] "PCDHA13"                "PCDHAC1"               
## [13915] "PCDHAC2"                "PCDHB2"                
## [13917] "PCDHB3"                 "PCDHB4"                
## [13919] "PCDHB5"                 "PCDHB6"                
## [13921] "PCDHB7"                 "PCDHB8"                
## [13923] "PCDHB16"                "PCDHB9"                
## [13925] "PCDHB10"                "PCDHB11"               
## [13927] "PCDHB12"                "PCDHB13"               
## [13929] "PCDHB14"                "PCDHB19P"              
## [13931] "PCDHB15"                "TAF7"                  
## [13933] "PCDHGA1"                "PCDHGA2"               
## [13935] "PCDHGA3"                "PCDHGB1"               
## [13937] "PCDHGA4"                "PCDHGB2"               
## [13939] "PCDHGA5"                "PCDHGB3"               
## [13941] "PCDHGA6"                "PCDHGA7"               
## [13943] "PCDHGB4"                "PCDHGA8"               
## [13945] "PCDHGB5"                "PCDHGA9"               
## [13947] "PCDHGB6"                "PCDHGA10"              
## [13949] "PCDHGB7"                "PCDHGA11"              
## [13951] "PCDHGB8P"               "PCDHGA12"              
## [13953] "PCDHGC3"                "PCDHGC4"               
## [13955] "PCDHGC5"                "DIAPH1"                
## [13957] "LOC100505658"           "HDAC3"                 
## [13959] "RELL2"                  "FCHSD1"                
## [13961] "ARAP3"                  "PCDH1"                 
## [13963] "PCDH12"                 "RNF14"                 
## [13965] "GNPDA1"                 "NDFIP1"                
## [13967] "SPRY4"                  "FGF1"                  
## [13969] "ARHGAP26"               "ARHGAP26-AS1"          
## [13971] "NR3C1"                  "YIPF5"                 
## [13973] "KCTD16"                 "PRELID2"               
## [13975] "SH3RF2"                 "PLAC8L1"               
## [13977] "LARS"                   "RBM27"                 
## [13979] "POU4F3"                 "TCERG1"                
## [13981] "PPP2R2B"                "STK32A"                
## [13983] "DPYSL3"                 "JAKMIP2"               
## [13985] "SPINK1"                 "SCGB3A2"               
## [13987] "C5orf46"                "SPINK5"                
## [13989] "SPINK6"                 "SPINK13"               
## [13991] "SPINK7"                 "FBXO38"                
## [13993] "HTR4"                   "ADRB2"                 
## [13995] "SH3TC2"                 "ABLIM3"                
## [13997] "AFAP1L1"                "GRPEL2"                
## [13999] "PCYOX1L"                "IL17B"                 
## [14001] "CSNK1A1"                "ARHGEF37"              
## [14003] "PPARGC1B"               "PDE6A"                 
## [14005] "SLC26A2"                "TIGD6"                 
## [14007] "HMGXB3"                 "CSF1R"                 
## [14009] "PDGFRB"                 "CDX1"                  
## [14011] "SLC6A7"                 "CAMK2A"                
## [14013] "ARSI"                   "TCOF1"                 
## [14015] "CD74"                   "RPS14"                 
## [14017] "NDST1"                  "SYNPO"                 
## [14019] "MYOZ3"                  "RBM22"                 
## [14021] "DCTN4"                  "SMIM3"                 
## [14023] "IRGM"                   "ZNF300"                
## [14025] "ZNF300P1"               "GPX3"                  
## [14027] "TNIP1"                  "ANXA6"                 
## [14029] "CCDC69"                 "GM2A"                  
## [14031] "SLC36A1"                "FAT2"                  
## [14033] "SPARC"                  "ATOX1"                 
## [14035] "G3BP1"                  "NMUR2"                 
## [14037] "GRIA1"                  "FAM114A2"              
## [14039] "MFAP3"                  "GALNT10"               
## [14041] "SAP30L"                 "HAND1"                 
## [14043] "LARP1"                  "CNOT8"                 
## [14045] "GEMIN5"                 "MRPL22"                
## [14047] "KIF4B"                  "SGCD"                  
## [14049] "TIMD4"                  "HAVCR1"                
## [14051] "HAVCR2"                 "MED7"                  
## [14053] "ITK"                    "CYFIP2"                
## [14055] "FNDC9"                  "NIPAL4"                
## [14057] "ADAM19"                 "SOX30"                 
## [14059] "THG1L"                  "LSM11"                 
## [14061] "CLINT1"                 "EBF1"                  
## [14063] "RNF145"                 "UBLCP1"                
## [14065] "IL12B"                  "LOC285626"             
## [14067] "ADRA1B"                 "TTC1"                  
## [14069] "PWWP2A"                 "FABP6"                 
## [14071] "CCNJL"                  "C1QTNF2"               
## [14073] "SLU7"                   "PTTG1"                 
## [14075] "MIR146A"                "ATP10B"                
## [14077] "GABRB2"                 "GABRG2"                
## [14079] "CCNG1"                  "NUDCD2"                
## [14081] "HMMR"                   "MAT2B"                 
## [14083] "TENM2"                  "WWC1"                  
## [14085] "RARS"                   "FBLL1"                 
## [14087] "PANK3"                  "SLIT3"                 
## [14089] "SPDL1"                  "DOCK2"                 
## [14091] "FOXI1"                  "C5orf58"               
## [14093] "LCP2"                   "KCNIP1"                
## [14095] "KCNMB1"                 "GABRP"                 
## [14097] "RANBP17"                "TLX3"                  
## [14099] "NPM1"                   "FGF18"                 
## [14101] "FBXW11"                 "STK10"                 
## [14103] "UBTD2"                  "SH3PXD2B"              
## [14105] "NEURL1B"                "DUSP1"                 
## [14107] "ERGIC1"                 "LOC100268168"          
## [14109] "RPL26L1"                "ATP6V0E1"              
## [14111] "SNORA74B"               "CREBRF"                
## [14113] "BNIP1"                  "NKX2-5"                
## [14115] "STC2"                   "LOC285593"             
## [14117] "BOD1"                   "CPEB4"                 
## [14119] "C5orf47"                "MSX2"                  
## [14121] "DRD1"                   "SFXN1"                 
## [14123] "HRH2"                   "CPLX2"                 
## [14125] "THOC3"                  "FAM153B"               
## [14127] "LOC100507387"           "LOC643201"             
## [14129] "SIMC1"                  "KIAA1191"              
## [14131] "ARL10"                  "NOP16"                 
## [14133] "HIGD2A"                 "CLTB"                  
## [14135] "FAF2"                   "RNF44"                 
## [14137] "CDHR2"                  "GPRIN1"                
## [14139] "SNCB"                   "TSPAN17"               
## [14141] "UNC5A"                  "HK3"                   
## [14143] "UIMC1"                  "ZNF346"                
## [14145] "FGFR4"                  "NSD1"                  
## [14147] "RAB24"                  "PRELID1"               
## [14149] "MXD3"                   "LMAN2"                 
## [14151] "RGS14"                  "SLC34A1"               
## [14153] "F12"                    "GRK6"                  
## [14155] "PRR7-AS1"               "PRR7"                  
## [14157] "DBN1"                   "PDLIM7"                
## [14159] "DOK3"                   "DDX41"                 
## [14161] "FAM193B"                "TMED9"                 
## [14163] "B4GALT7"                "LOC202181"             
## [14165] "FAM153A"                "LOC728554"             
## [14167] "FAM153C"                "N4BP3"                 
## [14169] "RMND5B"                 "NHP2"                  
## [14171] "HNRNPAB"                "COL23A1"               
## [14173] "CLK4"                   "ZNF354A"               
## [14175] "AACSP1"                 "ZNF354B"               
## [14177] "ZFP2"                   "ZNF454"                
## [14179] "GRM6"                   "ZNF879"                
## [14181] "ZNF354C"                "ADAMTS2"               
## [14183] "RUFY1"                  "HNRNPH1"               
## [14185] "C5orf60"                "CBY3"                  
## [14187] "CANX"                   "MAML1"                 
## [14189] "LTC4S"                  "MGAT4B"                
## [14191] "SQSTM1"                 "TBC1D9B"               
## [14193] "RNF130"                 "RASGEF1C"              
## [14195] "MAPK9"                  "GFPT2"                 
## [14197] "CNOT6"                  "SCGB3A1"               
## [14199] "FLT4"                   "MGAT1"                 
## [14201] "HEIH"                   "LINC00847"             
## [14203] "ZFP62"                  "BTNL8"                 
## [14205] "BTNL3"                  "BTNL9"                 
## [14207] "TRIM7"                  "TRIM41"                
## [14209] "SNORD96A"               "SNORD95"               
## [14211] "TRIM52"                 "DUSP22"                
## [14213] "IRF4"                   "EXOC2"                 
## [14215] "HUS1B"                  "FOXQ1"                 
## [14217] "FOXF2"                  "FOXC1"                 
## [14219] "GMDS"                   "MYLK4"                 
## [14221] "WRNIP1"                 "SERPINB1"              
## [14223] "MIR4645"                "SERPINB9"              
## [14225] "SERPINB6"               "NQO2"                  
## [14227] "HTATSF1P2"              "RIPK1"                 
## [14229] "BPHL"                   "TUBB2A"                
## [14231] "TUBB2B"                 "PSMG4"                 
## [14233] "SLC22A23"               "PXDC1"                 
## [14235] "FAM50B"                 "PRPF4B"                
## [14237] "C6orf201"               "ECI2"                  
## [14239] "CDYL"                   "RPP40"                 
## [14241] "PPP1R3G"                "LYRM4"                 
## [14243] "FARS2"                  "NRN1"                  
## [14245] "F13A1"                  "LY86"                  
## [14247] "RREB1"                  "SSR1"                  
## [14249] "CAGE1"                  "RIOK1"                 
## [14251] "DSP"                    "SNRNP48"               
## [14253] "BMP6"                   "TXNDC5"                
## [14255] "EEF1E1"                 "SCARNA27"              
## [14257] "SLC35B3"                "LOC100506207"          
## [14259] "TFAP2A"                 "LINC00518"             
## [14261] "GCNT2"                  "C6orf52"               
## [14263] "PAK1IP1"                "TMEM14C"               
## [14265] "TMEM14B"                "MAK"                   
## [14267] "SYCP2L"                 "ELOVL2"                
## [14269] "ELOVL2-AS1"             "SMIM13"                
## [14271] "ERVFRD-1"               "NEDD9"                 
## [14273] "TMEM170B"               "ADTRP"                 
## [14275] "HIVEP1"                 "EDN1"                  
## [14277] "PHACTR1"                "LOC100130357"          
## [14279] "TBC1D7"                 "GFOD1"                 
## [14281] "SIRT5"                  "NOL7"                  
## [14283] "RANBP9"                 "RNF182"                
## [14285] "CD83"                   "JARID2"                
## [14287] "DTNBP1"                 "MYLIP"                 
## [14289] "GMPR"                   "ATXN1"                 
## [14291] "STMND1"                 "RBM24"                 
## [14293] "CAP2"                   "FAM8A1"                
## [14295] "NUP153"                 "KIF13A"                
## [14297] "NHLRC1"                 "TPMT"                  
## [14299] "KDM1B"                  "DEK"                   
## [14301] "RNF144B"                "ID4"                   
## [14303] "MBOAT1"                 "E2F3"                  
## [14305] "CDKAL1"                 "SOX4"                  
## [14307] "NRSN1"                  "DCDC2"                 
## [14309] "KAAG1"                  "MRS2"                  
## [14311] "GPLD1"                  "ALDH5A1"               
## [14313] "KIAA0319"               "TDP2"                  
## [14315] "ACOT13"                 "C6orf62"               
## [14317] "GMNN"                   "CMAHP"                 
## [14319] "SCGN"                   "SLC17A4"               
## [14321] "SLC17A1"                "SLC17A3"               
## [14323] "TRIM38"                 "HIST1H3A"              
## [14325] "HIST1H4A"               "HIST1H4B"              
## [14327] "HIST1H3B"               "HIST1H2AB"             
## [14329] "HIST1H2BB"              "HIST1H3C"              
## [14331] "HIST1H1C"               "HFE"                   
## [14333] "HIST1H4C"               "HIST1H1T"              
## [14335] "HIST1H2BC"              "HIST1H2AC"             
## [14337] "HIST1H1E"               "HIST1H2BD"             
## [14339] "HIST1H2BE"              "HIST1H4D"              
## [14341] "HIST1H3D"               "HIST1H2BF"             
## [14343] "HIST1H4E"               "HIST1H2BG"             
## [14345] "HIST1H2AE"              "HIST1H3E"              
## [14347] "HIST1H1D"               "HIST1H4F"              
## [14349] "HIST1H3F"               "HIST1H2BH"             
## [14351] "HIST1H3G"               "HIST1H2BI"             
## [14353] "HIST1H4H"               "BTN3A2"                
## [14355] "BTN2A2"                 "BTN3A1"                
## [14357] "BTN2A3P"                "BTN3A3"                
## [14359] "BTN2A1"                 "LOC285819"             
## [14361] "BTN1A1"                 "HCG11"                 
## [14363] "HMGN4"                  "ABT1"                  
## [14365] "ZNF322"                 "GUSBP2"                
## [14367] "LINC00240"              "LOC100270746"          
## [14369] "HIST1H2BJ"              "HIST1H2AG"             
## [14371] "HIST1H2BK"              "HIST1H4I"              
## [14373] "HIST1H2AH"              "MIR3143"               
## [14375] "PRSS16"                 "POM121L2"              
## [14377] "ZNF204P"                "ZNF391"                
## [14379] "ZNF184"                 "LOC100131289"          
## [14381] "HIST1H2BL"              "HIST1H2AI"             
## [14383] "HIST1H3H"               "HIST1H2AJ"             
## [14385] "HIST1H2BM"              "HIST1H4J"              
## [14387] "HIST1H4K"               "HIST1H2AK"             
## [14389] "HIST1H2BN"              "HIST1H2AL"             
## [14391] "HIST1H1B"               "HIST1H3I"              
## [14393] "HIST1H3J"               "HIST1H2AM"             
## [14395] "HIST1H2BO"              "OR2B6"                 
## [14397] "ZNF165"                 "ZSCAN12P1"             
## [14399] "ZSCAN16"                "ZKSCAN8"               
## [14401] "TOB2P1"                 "ZSCAN9"                
## [14403] "ZKSCAN4"                "NKAPL"                 
## [14405] "ZSCAN26"                "PGBD1"                 
## [14407] "ZSCAN31"                "ZKSCAN3"               
## [14409] "ZSCAN12"                "ZSCAN23"               
## [14411] "TRIM27"                 "ZNF311"                
## [14413] "UBD"                    "OR2H2"                 
## [14415] "GABBR1"                 "ZFP57"                 
## [14417] "HLA-F"                  "HLA-F-AS1"             
## [14419] "IFITM4P"                "HCG4"                  
## [14421] "HLA-G"                  "HLA-H"                 
## [14423] "HCG4B"                  "HLA-A"                 
## [14425] "HCG9"                   "HLA-J"                 
## [14427] "ZNRD1"                  "PPP1R11"               
## [14429] "RNF39"                  "TRIM31"                
## [14431] "TRIM40"                 "TRIM10"                
## [14433] "TRIM15"                 "TRIM26"                
## [14435] "HCG17"                  "HLA-L"                 
## [14437] "HCG18"                  "TRIM39"                
## [14439] "RPP21"                  "HLA-E"                 
## [14441] "GNL1"                   "PRR3"                  
## [14443] "ABCF1"                  "PPP1R10"               
## [14445] "MRPS18B"                "ATAT1"                 
## [14447] "C6orf136"               "DHX16"                 
## [14449] "PPP1R18"                "NRM"                   
## [14451] "MDC1"                   "TUBB"                  
## [14453] "FLOT1"                  "IER3"                  
## [14455] "DDR1"                   "GTF2H4"                
## [14457] "VARS2"                  "SFTA2"                 
## [14459] "MUC21"                  "MUC22"                 
## [14461] "HCG22"                  "C6orf15"               
## [14463] "PSORS1C1"               "CDSN"                  
## [14465] "PSORS1C2"               "CCHCR1"                
## [14467] "TCF19"                  "POU5F1"                
## [14469] "PSORS1C3"               "HCG27"                 
## [14471] "HLA-C"                  "HLA-B"                 
## [14473] "MICA"                   "HCP5"                  
## [14475] "HCG26"                  "MICB"                  
## [14477] "DDX39B"                 "SNORD117"              
## [14479] "SNORD84"                "ATP6V1G2"              
## [14481] "NFKBIL1"                "LTA"                   
## [14483] "TNF"                    "LTB"                   
## [14485] "LST1"                   "NCR3"                  
## [14487] "AIF1"                   "PRRC2A"                
## [14489] "BAG6"                   "APOM"                  
## [14491] "C6orf47"                "GPANK1"                
## [14493] "CSNK2B"                 "LY6G5B"                
## [14495] "LY6G5C"                 "ABHD16A"               
## [14497] "LY6G6D"                 "LY6G6C"                
## [14499] "DDAH2"                  "CLIC1"                 
## [14501] "MSH5"                   "MSH5-SAPCD1"           
## [14503] "VWA7"                   "VARS"                  
## [14505] "LSM2"                   "HSPA1L"                
## [14507] "HSPA1A"                 "HSPA1B"                
## [14509] "C6orf48"                "SNORD48"               
## [14511] "SNORD52"                "NEU1"                  
## [14513] "SLC44A4"                "EHMT2"                 
## [14515] "C2"                     "ZBTB12"                
## [14517] "CFB"                    "NELFE"                 
## [14519] "SKIV2L"                 "STK19"                 
## [14521] "CYP21A2"                "CYP21A1P"              
## [14523] "TNXB"                   "ATF6B"                 
## [14525] "FKBPL"                  "PRRT1"                 
## [14527] "LOC100507547"           "PPT2"                  
## [14529] "PPT2-EGFL8"             "EGFL8"                 
## [14531] "AGPAT1"                 "RNF5P1"                
## [14533] "AGER"                   "PBX2"                  
## [14535] "GPSM3"                  "NOTCH4"                
## [14537] "HCG23"                  "HLA-DRA"               
## [14539] "HLA-DRB5"               "HLA-DRB6"              
## [14541] "HLA-DRB1"               "HLA-DQA1"              
## [14543] "HLA-DQB1"               "HLA-DQA2"              
## [14545] "HLA-DQB2"               "HLA-DOB"               
## [14547] "TAP2"                   "PSMB8"                 
## [14549] "TAP1"                   "PSMB9"                 
## [14551] "LOC100294145"           "HLA-DMB"               
## [14553] "HLA-DMA"                "BRD2"                  
## [14555] "HLA-DOA"                "HLA-DPA1"              
## [14557] "HLA-DPB1"               "COL11A2"               
## [14559] "RXRB"                   "SLC39A7"               
## [14561] "HSD17B8"                "RING1"                 
## [14563] "HCG25"                  "VPS52"                 
## [14565] "RPS18"                  "B3GALT4"               
## [14567] "WDR46"                  "PFDN6"                 
## [14569] "RGL2"                   "TAPBP"                 
## [14571] "ZBTB22"                 "DAXX"                  
## [14573] "KIFC1"                  "PHF1"                  
## [14575] "CUTA"                   "SYNGAP1"               
## [14577] "ZBTB9"                  "BAK1"                  
## [14579] "GGNBP1"                 "LINC00336"             
## [14581] "ITPR3"                  "IP6K3"                 
## [14583] "LEMD2"                  "GRM4"                  
## [14585] "HMGA1"                  "NUDT3"                 
## [14587] "RPS10"                  "PACSIN1"               
## [14589] "SPDEF"                  "C6orf106"              
## [14591] "SNRPC"                  "UHRF1BP1"              
## [14593] "TAF11"                  "ANKS1A"                
## [14595] "TCP11"                  "SCUBE3"                
## [14597] "ZNF76"                  "DEF6"                  
## [14599] "PPARD"                  "FANCE"                 
## [14601] "RPL10A"                 "TEAD3"                 
## [14603] "TULP1"                  "FKBP5"                 
## [14605] "LOC285847"              "ARMC12"                
## [14607] "CLPSL2"                 "LHFPL5"                
## [14609] "SRPK1"                  "SLC26A8"               
## [14611] "MAPK14"                 "MAPK13"                
## [14613] "BRPF3"                  "PNPLA1"                
## [14615] "C6orf222"               "ETV7"                  
## [14617] "PXT1"                   "KCTD20"                
## [14619] "STK38"                  "SRSF3"                 
## [14621] "CDKN1A"                 "RAB44"                 
## [14623] "CPNE5"                  "PPIL1"                 
## [14625] "C6orf89"                "PI16"                  
## [14627] "MTCH1"                  "FGD2"                  
## [14629] "PIM1"                   "TMEM217"               
## [14631] "TBC1D22B"               "RNF8"                  
## [14633] "CCDC167"                "MDGA1"                 
## [14635] "ZFAND3"                 "BTBD9"                 
## [14637] "GLO1"                   "DNAH8"                 
## [14639] "GLP1R"                  "SAYSD1"                
## [14641] "KCNK5"                  "KCNK17"                
## [14643] "KIF6"                   "DAAM2"                 
## [14645] "MOCS1"                  "UNC5CL"                
## [14647] "TSPO2"                  "APOBEC2"               
## [14649] "OARD1"                  "NFYA"                  
## [14651] "ADCY10P1"               "TREML1"                
## [14653] "TREM2"                  "TREML2"                
## [14655] "TREML3P"                "TREML4"                
## [14657] "TREM1"                  "FOXP4"                 
## [14659] "MDFI"                   "TFEB"                  
## [14661] "PGC"                    "FRS3"                  
## [14663] "PRICKLE4"               "TOMM6"                 
## [14665] "USP49"                  "MED20"                 
## [14667] "BYSL"                   "CCND3"                 
## [14669] "TAF8"                   "C6orf132"              
## [14671] "GUCA1A"                 "GUCA1B"                
## [14673] "MRPS10"                 "TRERF1"                
## [14675] "UBR2"                   "PRPH2"                 
## [14677] "TBCC"                   "RPL7L1"                
## [14679] "C6orf226"               "PTCRA"                 
## [14681] "CNPY3"                  "GNMT"                  
## [14683] "PEX6"                   "PPP2R5D"               
## [14685] "MEA1"                   "KLHDC3"                
## [14687] "RRP36"                  "CUL7"                  
## [14689] "MRPL2"                  "KLC4"                  
## [14691] "PTK7"                   "SRF"                   
## [14693] "CUL9"                   "DNPH1"                 
## [14695] "TTBK1"                  "CRIP3"                 
## [14697] "ZNF318"                 "ABCC10"                
## [14699] "DLK2"                   "TJAP1"                 
## [14701] "LRRC73"                 "YIPF3"                 
## [14703] "POLR1C"                 "XPO5"                  
## [14705] "POLH"                   "GTPBP2"                
## [14707] "MAD2L1BP"               "RSPH9"                 
## [14709] "MRPS18A"                "VEGFA"                 
## [14711] "C6orf223"               "MRPL14"                
## [14713] "TMEM63B"                "CAPN11"                
## [14715] "SLC29A1"                "HSP90AB1"              
## [14717] "SLC35B2"                "NFKBIE"                
## [14719] "TMEM151B"               "TCTE1"                 
## [14721] "AARS2"                  "SPATS1"                
## [14723] "CDC5L"                  "SUPT3H"                
## [14725] "RUNX2"                  "CLIC5"                 
## [14727] "ENPP4"                  "ENPP5"                 
## [14729] "RCAN2"                  "CYP39A1"               
## [14731] "SLC25A27"               "TDRD6"                 
## [14733] "PLA2G7"                 "ANKRD66"               
## [14735] "MEP1A"                  "TNFRSF21"              
## [14737] "CD2AP"                  "PTCHD4"                
## [14739] "MUT"                    "CENPQ"                 
## [14741] "GLYATL3"                "C6orf141"              
## [14743] "RHAG"                   "CRISP3"                
## [14745] "TFAP2D"                 "PKHD1"                 
## [14747] "IL17A"                  "IL17F"                 
## [14749] "MCM3"                   "PAQR8"                 
## [14751] "EFHC1"                  "TRAM2"                 
## [14753] "LOC730101"              "TMEM14A"               
## [14755] "GSTA2"                  "GSTA1"                 
## [14757] "GSTA4"                  "ICK"                   
## [14759] "FBXO9"                  "GCM1"                  
## [14761] "ELOVL5"                 "RPS16P5"               
## [14763] "GCLC"                   "KLHL31"                
## [14765] "LRRC1"                  "MLIP-IT1"              
## [14767] "MLIP"                   "TINAG"                 
## [14769] "FAM83B"                 "HMGCLL1"               
## [14771] "BMP5"                   "COL21A1"               
## [14773] "DST"                    "BEND6"                 
## [14775] "KIAA1586"               "ZNF451"                
## [14777] "BAG2"                   "RAB23"                 
## [14779] "PRIM2"                  "GUSBP4"                
## [14781] "KHDRBS2"                "LGSN"                  
## [14783] "PTP4A1"                 "PHF3"                  
## [14785] "EYS"                    "LOC441155"             
## [14787] "LMBRD1"                 "COL19A1"               
## [14789] "COL9A1"                 "FAM135A"               
## [14791] "SMAP1"                  "B3GAT2"                
## [14793] "OGFRL1"                 "MIR30C2"               
## [14795] "LINC00472"              "RIMS1"                 
## [14797] "KCNQ5"                  "KHDC1L"                
## [14799] "KHDC1"                  "OOEP"                  
## [14801] "DDX43"                  "MTO1"                  
## [14803] "EEF1A1"                 "SLC17A5"               
## [14805] "CD109"                  "COL12A1"               
## [14807] "COX7A2"                 "TMEM30A"               
## [14809] "LOC100506804"           "FILIP1"                
## [14811] "SENP6"                  "MYO6"                  
## [14813] "IMPG1"                  "HTR1B"                 
## [14815] "IRAK1BP1"               "PHIP"                  
## [14817] "HMGN3"                  "LCA5"                  
## [14819] "SH3BGRL2"               "ELOVL4"                
## [14821] "TTK"                    "BCKDHB"                
## [14823] "IBTK"                   "TPBG"                  
## [14825] "UBE3D"                  "PGM3"                  
## [14827] "RWDD2A"                 "ME1"                   
## [14829] "PRSS35"                 "SNAP91"                
## [14831] "RIPPLY2"                "CYB5R4"                
## [14833] "MRAP2"                  "TBX18"                 
## [14835] "NT5E"                   "SNX14"                 
## [14837] "SYNCRIP"                "SNHG5"                 
## [14839] "SNORD50A"               "SNORD50B"              
## [14841] "ZNF292"                 "GJB7"                  
## [14843] "SMIM8"                  "C6orf163"              
## [14845] "SLC35A1"                "RARS2"                 
## [14847] "ORC3"                   "AKIRIN2"               
## [14849] "CNR1"                   "RNGTT"                 
## [14851] "PNRC1"                  "SRSF12"                
## [14853] "PM20D2"                 "GABRR2"                
## [14855] "UBE2J1"                 "RRAGD"                 
## [14857] "ANKRD6"                 "LYRM2"                 
## [14859] "MDN1"                   "CASP8AP2"              
## [14861] "BACH2"                  "MAP3K7"                
## [14863] "EPHA7"                  "MANEA"                 
## [14865] "FUT9"                   "UFL1"                  
## [14867] "FHL5"                   "GPR63"                 
## [14869] "NDUFAF4"                "KLHL32"                
## [14871] "MMS22L"                 "POU3F2"                
## [14873] "FBXL4"                  "FAXC"                  
## [14875] "COQ3"                   "PNISR"                 
## [14877] "USP45"                  "TSTD3"                 
## [14879] "CCNC"                   "PRDM13"                
## [14881] "ASCC3"                  "GRIK2"                 
## [14883] "HACE1"                  "LIN28B"                
## [14885] "BVES"                   "BVES-AS1"              
## [14887] "POPDC3"                 "PREP"                  
## [14889] "PRDM1"                  "ATG5"                  
## [14891] "RTN4IP1"                "QRSL1"                 
## [14893] "C6orf203"               "BEND3"                 
## [14895] "PDSS2"                  "SOBP"                  
## [14897] "SCML4"                  "SEC63"                 
## [14899] "OSTM1"                  "NR2E1"                 
## [14901] "SNX3"                   "FOXO3"                 
## [14903] "LINC00222"              "ARMC2"                 
## [14905] "SESN1"                  "CEP57L1"               
## [14907] "CCDC162P"               "CD164"                 
## [14909] "PPIL6"                  "SMPD2"                 
## [14911] "MICAL1"                 "ZBTB24"                
## [14913] "FIG4"                   "WASF1"                 
## [14915] "CDC40"                  "METTL24"               
## [14917] "DDO"                    "SLC22A16"              
## [14919] "CDK19"                  "AMD1"                  
## [14921] "GTF3C6"                 "RPF2"                  
## [14923] "SLC16A10"               "REV3L"                 
## [14925] "TRAF3IP2-AS1"           "TRAF3IP2"              
## [14927] "FYN"                    "WISP3"                 
## [14929] "TUBE1"                  "FAM229B"               
## [14931] "LAMA4"                  "RFPL4B"                
## [14933] "MARCKS"                 "FLJ34503"              
## [14935] "HDAC2"                  "HS3ST5"                
## [14937] "FRK"                    "TPI1P3"                
## [14939] "NT5DC1"                 "COL10A1"               
## [14941] "TSPYL4"                 "TSPYL1"                
## [14943] "DSE"                    "RWDD1"                 
## [14945] "RSPH4A"                 "KPNA5"                 
## [14947] "FAM162B"                "RFX6"                  
## [14949] "ROS1"                   "DCBLD1"                
## [14951] "GOPC"                   "NUS1"                  
## [14953] "SLC35F1"                "CEP85L"                
## [14955] "BRD7P3"                 "PLN"                   
## [14957] "MCM9"                   "ASF1A"                 
## [14959] "FAM184A"                "MAN1A1"                
## [14961] "GJA1"                   "HSF2"                  
## [14963] "SERINC1"                "PKIB"                  
## [14965] "SMPDL3A"                "TRDN"                  
## [14967] "RNF217"                 "TPD52L1"               
## [14969] "HDDC2"                  "HEY2"                  
## [14971] "NCOA7"                  "HINT3"                 
## [14973] "TRMT11"                 "CENPW"                 
## [14975] "RSPO3"                  "RNF146"                
## [14977] "ECHDC1"                 "KIAA0408"              
## [14979] "SOGA3"                  "C6orf58"               
## [14981] "THEMIS"                 "PTPRK"                 
## [14983] "LAMA2"                  "ARHGAP18"              
## [14985] "L3MBTL3"                "SAMD3"                 
## [14987] "TMEM200A"               "SMLR1"                 
## [14989] "EPB41L2"                "AKAP7"                 
## [14991] "ARG1"                   "MED23"                 
## [14993] "ENPP3"                  "ENPP1"                 
## [14995] "CTGF"                   "MOXD1"                 
## [14997] "STX7"                   "TAAR1"                 
## [14999] "VNN1"                   "VNN3"                  
## [15001] "VNN2"                   "SLC18B1"               
## [15003] "RPS12"                  "SNORD101"              
## [15005] "SNORD100"               "SNORA33"               
## [15007] "LINC00326"              "EYA4"                  
## [15009] "TCF21"                  "TBPL1"                 
## [15011] "SLC2A12"                "HMGA1P7"               
## [15013] "SGK1"                   "ALDH8A1"               
## [15015] "HBS1L"                  "MYB"                   
## [15017] "AHI1"                   "LINC00271"             
## [15019] "PDE7B"                  "MTFR2"                 
## [15021] "BCLAF1"                 "MAP7"                  
## [15023] "MAP3K5"                 "PEX7"                  
## [15025] "SLC35D3"                "IL20RA"                
## [15027] "IFNGR1"                 "LOC100130476"          
## [15029] "TNFAIP3"                "PERP"                  
## [15031] "PBOV1"                  "HEBP2"                 
## [15033] "NHSL1"                  "FLJ46906"              
## [15035] "CCDC28A"                "ECT2L"                 
## [15037] "REPS1"                  "ABRACL"                
## [15039] "HECA"                   "TXLNB"                 
## [15041] "CITED2"                 "NMBR"                  
## [15043] "VTA1"                   "LOC153910"             
## [15045] "HIVEP2"                 "AIG1"                  
## [15047] "ADAT2"                  "PEX3"                  
## [15049] "FUCA2"                  "PHACTR2"               
## [15051] "LTV1"                   "PLAGL1"                
## [15053] "HYMAI"                  "SF3B5"                 
## [15055] "STX11"                  "UTRN"                  
## [15057] "EPM2A"                  "LOC100507557"          
## [15059] "FBXO30"                 "SHPRH"                 
## [15061] "GRM1"                   "RAB32"                 
## [15063] "ADGB"                   "STXBP5-AS1"            
## [15065] "STXBP5"                 "SAMD5"                 
## [15067] "SASH1"                  "UST"                   
## [15069] "TAB2"                   "SUMO4"                 
## [15071] "ZC3H12D"                "PPIL4"                 
## [15073] "GINM1"                  "KATNA1"                
## [15075] "LATS1"                  "NUP43"                 
## [15077] "PCMT1"                  "LRP11"                 
## [15079] "RAET1E"                 "RAET1G"                
## [15081] "ULBP2"                  "ULBP1"                 
## [15083] "RAET1K"                 "RAET1L"                
## [15085] "ULBP3"                  "PPP1R14C"              
## [15087] "IYD"                    "PLEKHG1"               
## [15089] "MTHFD1L"                "AKAP12"                
## [15091] "ZBTB2"                  "RMND1"                 
## [15093] "CCDC170"                "ESR1"                  
## [15095] "SYNE1"                  "MYCT1"                 
## [15097] "VIP"                    "FBXO5"                 
## [15099] "MTRF1L"                 "RGS17"                 
## [15101] "OPRM1"                  "IPCEF1"                
## [15103] "CNKSR3"                 "SCAF8"                 
## [15105] "TIAM2"                  "TFB1M"                 
## [15107] "CLDN20"                 "ARID1B"                
## [15109] "TMEM242"                "ZDHHC14"               
## [15111] "SNX9"                   "SYNJ2"                 
## [15113] "SERAC1"                 "GTF2H5"                
## [15115] "TULP4"                  "TMEM181"               
## [15117] "DYNLT1"                 "SYTL3"                 
## [15119] "EZR"                    "C6orf99"               
## [15121] "RSPH3"                  "TAGAP"                 
## [15123] "FNDC1"                  "SOD2"                  
## [15125] "WTAP"                   "ACAT2"                 
## [15127] "TCP1"                   "SNORA20"               
## [15129] "SNORA29"                "MRPL18"                
## [15131] "PNLDC1"                 "IGF2R"                 
## [15133] "AIRN"                   "LOC729603"             
## [15135] "SLC22A1"                "SLC22A2"               
## [15137] "SLC22A3"                "LPAL2"                 
## [15139] "LPA"                    "MAP3K4"                
## [15141] "AGPAT4"                 "AGPAT4-IT1"            
## [15143] "PACRG"                  "PACRG-AS1"             
## [15145] "CAHM"                   "QKI"                   
## [15147] "C6orf118"               "PDE10A"                
## [15149] "LINC00473"              "LINC00602"             
## [15151] "PRR18"                  "SFT2D1"                
## [15153] "LOC100289495"           "MPC1"                  
## [15155] "RPS6KA2"                "RPS6KA2-IT1"           
## [15157] "RNASET2"                "FGFR1OP"               
## [15159] "CCR6"                   "UNC93A"                
## [15161] "TTLL2"                  "HGC6.3"                
## [15163] "KIF25"                  "FRMD1"                 
## [15165] "DACT2"                  "SMOC2"                 
## [15167] "THBS2"                  "WDR27"                 
## [15169] "C6orf120"               "PHF10"                 
## [15171] "TCTE3"                  "LINC00242"             
## [15173] "LINC00574"              "DLL1"                  
## [15175] "FAM120B"                "PSMB1"                 
## [15177] "TBP"                    "PDCD2"                 
## [15179] "FAM20C"                 "PDGFA"                 
## [15181] "PRKAR1B"                "SUN1"                  
## [15183] "GET4"                   "ADAP1"                 
## [15185] "COX19"                  "CYP2W1"                
## [15187] "C7orf50"                "MIR339"                
## [15189] "GPR146"                 "ZFAND2A"               
## [15191] "MICALL2"                "INTS1"                 
## [15193] "MAFK"                   "TMEM184A"              
## [15195] "PSMG3"                  "PSMG3-AS1"             
## [15197] "TFAMP1"                 "ELFN1"                 
## [15199] "MAD1L1"                 "NUDT1"                 
## [15201] "SNX8"                   "EIF3B"                 
## [15203] "CHST12"                 "LFNG"                  
## [15205] "BRAT1"                  "IQCE"                  
## [15207] "TTYH3"                  "AMZ1"                  
## [15209] "GNA12"                  "CARD11"                
## [15211] "SDK1"                   "FOXK1"                 
## [15213] "AP5Z1"                  "MIR4656"               
## [15215] "RADIL"                  "PAPOLB"                
## [15217] "RNF216P1"               "RBAK"                  
## [15219] "WIPI2"                  "SLC29A4"               
## [15221] "TNRC18"                 "FBXL18"                
## [15223] "MIR589"                 "ACTB"                  
## [15225] "FSCN1"                  "RNF216"                
## [15227] "ZNF815P"                "OCM"                   
## [15229] "CCZ1"                   "PMS2"                  
## [15231] "AIMP2"                  "EIF2AK1"               
## [15233] "ANKRD61"                "USP42"                 
## [15235] "CYTH3"                  "FAM220A"               
## [15237] "RAC1"                   "DAGLB"                 
## [15239] "KDELR2"                 "GRID2IP"               
## [15241] "ZDHHC4"                 "C7orf26"               
## [15243] "ZNF853"                 "ZNF12"                 
## [15245] "PMS2CL"                 "CCZ1B"                 
## [15247] "LOC100131257"           "C1GALT1"               
## [15249] "COL28A1"                "MIOS"                  
## [15251] "RPA3"                   "GLCCI1"                
## [15253] "ICA1"                   "NXPH1"                 
## [15255] "NDUFA4"                 "PHF14"                 
## [15257] "THSD7A"                 "TMEM106B"              
## [15259] "VWDE"                   "SCIN"                  
## [15261] "ARL4A"                  "ETV1"                  
## [15263] "DGKB"                   "AGMO"                  
## [15265] "MEOX2"                  "ISPD"                  
## [15267] "SOSTDC1"                "ANKMY2"                
## [15269] "BZW2"                   "TSPAN13"               
## [15271] "AGR2"                   "AGR3"                  
## [15273] "AHR"                    "SNX13"                 
## [15275] "HDAC9"                  "TWIST1"                
## [15277] "TWISTNB"                "MACC1"                 
## [15279] "ITGB8"                  "ABCB5"                 
## [15281] "SP8"                    "RPL23P8"               
## [15283] "SP4"                    "DNAH11"                
## [15285] "CDCA7L"                 "RAPGEF5"               
## [15287] "STEAP1B"                "LOC100506178"          
## [15289] "IL6"                    "TOMM7"                 
## [15291] "SNORD93"                "FAM126A"               
## [15293] "KLHL7"                  "NUPL2"                 
## [15295] "GPNMB"                  "MALSU1"                
## [15297] "IGF2BP3"                "RPS2P32"               
## [15299] "TRA2A"                  "CCDC126"               
## [15301] "FAM221A"                "STK31"                 
## [15303] "NPY"                    "MPP6"                  
## [15305] "OSBPL3"                 "CYCS"                  
## [15307] "C7orf31"                "NFE2L3"                
## [15309] "HNRNPA2B1"              "CBX3"                  
## [15311] "SNX10"                  "LOC441204"             
## [15313] "KIAA0087"               "C7orf71"               
## [15315] "SKAP2"                  "HOXA1"                 
## [15317] "HOTAIRM1"               "HOXA2"                 
## [15319] "HOXA3"                  "HOXA4"                 
## [15321] "HOXA-AS3"               "HOXA5"                 
## [15323] "HOXA6"                  "HOXA7"                 
## [15325] "HOXA9"                  "HOXA10"                
## [15327] "HOXA11"                 "HOXA11-AS"             
## [15329] "HOXA13"                 "HOTTIP"                
## [15331] "EVX1"                   "HIBADH"                
## [15333] "TAX1BP1"                "JAZF1"                 
## [15335] "JAZF1-AS1"              "CREB5"                 
## [15337] "TRIL"                   "LOC100506497"          
## [15339] "CPVL"                   "CHN2"                  
## [15341] "PRR15"                  "LOC646762"             
## [15343] "ZNRF2P2"                "DPY19L2P3"             
## [15345] "WIPF3"                  "SCRN1"                 
## [15347] "FKBP14"                 "PLEKHA8"               
## [15349] "ZNRF2"                  "DKFZP586I1420"         
## [15351] "NOD1"                   "GGCT"                  
## [15353] "GARS"                   "CRHR2"                 
## [15355] "INMT"                   "AQP1"                  
## [15357] "GHRHR"                  "ADCYAP1R1"             
## [15359] "PPP1R17"                "PDE1C"                 
## [15361] "LOC100130673"           "LSM5"                  
## [15363] "AVL9"                   "DPY19L1P1"             
## [15365] "ZNRF2P1"                "KBTBD2"                
## [15367] "RP9P"                   "FKBP9"                 
## [15369] "RP9"                    "BBS9"                  
## [15371] "BMPER"                  "NPSR1-AS1"             
## [15373] "DPY19L1"                "DPY19L2P1"             
## [15375] "TBX20"                  "HERPUD2"               
## [15377] "SEPT7"                  "EEPD1"                 
## [15379] "KIAA0895"               "ANLN"                  
## [15381] "AOAH"                   "ELMO1"                 
## [15383] "GPR141"                 "NME8"                  
## [15385] "SFRP4"                  "EPDR1"                 
## [15387] "STARD3NL"               "TARP"                  
## [15389] "AMPH"                   "VPS41"                 
## [15391] "POU6F2"                 "RALA"                  
## [15393] "LINC00265"              "CDK13"                 
## [15395] "MPLKIP"                 "INHBA"                 
## [15397] "INHBA-AS1"              "GLI3"                  
## [15399] "C7orf25"                "PSMA2"                 
## [15401] "MRPL32"                 "HECW1"                 
## [15403] "STK17A"                 "COA1"                  
## [15405] "BLVRA"                  "MRPS24"                
## [15407] "URGCP"                  "UBE2D4"                
## [15409] "POLR2J4"                "SPDYE1"                
## [15411] "RASA4CP"                "DBNL"                  
## [15413] "PGAM2"                  "POLM"                  
## [15415] "AEBP1"                  "POLD2"                 
## [15417] "GCK"                    "YKT6"                  
## [15419] "CAMK2B"                 "NUDCD3"                
## [15421] "NPC1L1"                 "DDX56"                 
## [15423] "TMED4"                  "OGDH"                  
## [15425] "ZMIZ2"                  "PPIA"                  
## [15427] "H2AFV"                  "PURB"                  
## [15429] "MYO1G"                  "SNHG15"                
## [15431] "SNORA9"                 "CCM2"                  
## [15433] "NACAD"                  "TBRG4"                 
## [15435] "SNORA5A"                "SNORA5C"               
## [15437] "SNORA5B"                "RAMP3"                 
## [15439] "ADCY1"                  "SEPT7P2"               
## [15441] "IGFBP1"                 "IGFBP3"                
## [15443] "TNS3"                   "C7orf65"               
## [15445] "LINC00525"              "PKD1L1"                
## [15447] "C7orf69"                "HUS1"                  
## [15449] "SUN3"                   "C7orf57"               
## [15451] "UPP1"                   "ABCA13"                
## [15453] "VWC2"                   "IKZF1"                 
## [15455] "FIGNL1"                 "DDC"                   
## [15457] "GRB10"                  "COBL"                  
## [15459] "SEC61G"                 "EGFR"                  
## [15461] "EGFR-AS1"               "LANCL2"                
## [15463] "VOPP1"                  "SEPT14"                
## [15465] "ZNF713"                 "MRPS17"                
## [15467] "PSPH"                   "CCT6A"                 
## [15469] "SNORA15"                "SUMF2"                 
## [15471] "PHKG1"                  "CHCHD2"                
## [15473] "ZNF727"                 "ZNF736"                
## [15475] "ZNF680"                 "ZNF107"                
## [15477] "ZNF138"                 "ZNF273"                
## [15479] "ZNF117"                 "ERV3-1"                
## [15481] "CCT6P3"                 "ZNF92"                 
## [15483] "LOC441242"              "CCT6P1"                
## [15485] "SNORA22"                "VKORC1L1"              
## [15487] "GUSB"                   "ASL"                   
## [15489] "CRCP"                   "TPST1"                 
## [15491] "LINC00174"              "KCTD7"                 
## [15493] "RABGEF1"                "GTF2IRD1P1"            
## [15495] "TMEM248"                "SBDS"                  
## [15497] "TYW1"                   "PMS2P4"                
## [15499] "STAG3L4"                "AUTS2"                 
## [15501] "TYW1B"                  "SBDSP1"                
## [15503] "POM121"                 "NSUN5P2"               
## [15505] "LOC541473"              "STAG3L3"               
## [15507] "NCF1B"                  "NSUN5"                 
## [15509] "TRIM50"                 "FKBP6"                 
## [15511] "FZD9"                   "BAZ1B"                 
## [15513] "BCL7B"                  "TBL2"                  
## [15515] "MLXIPL"                 "VPS37D"                
## [15517] "DNAJC30"                "STX1A"                 
## [15519] "MIR4284"                "ABHD11"                
## [15521] "CLDN3"                  "CLDN4"                 
## [15523] "ELN"                    "LIMK1"                 
## [15525] "EIF4H"                  "MIR590"                
## [15527] "LAT2"                   "RFC2"                  
## [15529] "CLIP2"                  "GTF2IRD1"              
## [15531] "GTF2I"                  "NCF1"                  
## [15533] "GTF2IRD2"               "STAG3L2"               
## [15535] "PMS2P5"                 "GTF2IRD2B"             
## [15537] "NCF1C"                  "STAG3L1"               
## [15539] "NSUN5P1"                "POM121C"               
## [15541] "SPDYE5"                 "PMS2P3"                
## [15543] "HIP1"                   "CCL26"                 
## [15545] "CCL24"                  "RHBDD2"                
## [15547] "POR"                    "MIR4651"               
## [15549] "SNORA14A"               "TMEM120A"              
## [15551] "STYXL1"                 "MDH2"                  
## [15553] "SRRM3"                  "HSPB1"                 
## [15555] "YWHAG"                  "ZP3"                   
## [15557] "DTX2"                   "UPK3B"                 
## [15559] "LOC100133091"           "POMZP3"                
## [15561] "DTX2P1-UPK3BP1-PMS2P11" "CCDC146"               
## [15563] "FGL2"                   "PTPN12"                
## [15565] "RSBN1L"                 "TMEM60"                
## [15567] "PHTF2"                  "MAGI2"                 
## [15569] "RPL13AP17"              "MAGI2-AS3"             
## [15571] "GNAI1"                  "CD36"                  
## [15573] "SEMA3C"                 "HGF"                   
## [15575] "CACNA2D1"               "PCLO"                  
## [15577] "SEMA3E"                 "SEMA3A"                
## [15579] "SEMA3D"                 "GRM3"                  
## [15581] "KIAA1324L"              "DMTF1"                 
## [15583] "TMEM243"                "TP53TG1"               
## [15585] "CROT"                   "ABCB4"                 
## [15587] "ABCB1"                  "RUNDC3B"               
## [15589] "SLC25A40"               "DBF4"                  
## [15591] "ADAM22"                 "SRI"                   
## [15593] "STEAP4"                 "STEAP1"                
## [15595] "STEAP2"                 "GTPBP10"               
## [15597] "CLDN12"                 "CDK14"                 
## [15599] "FZD1"                   "AKAP9"                 
## [15601] "CYP51A1"                "LRRD1"                 
## [15603] "KRIT1"                  "ANKIB1"                
## [15605] "GATAD1"                 "PEX1"                  
## [15607] "RBM48"                  "FAM133B"               
## [15609] "CDK6"                   "SAMD9"                 
## [15611] "SAMD9L"                 "HEPACAM2"              
## [15613] "CALCR"                  "TFPI2"                 
## [15615] "GNG11"                  "BET1"                  
## [15617] "COL1A2"                 "CASD1"                 
## [15619] "SGCE"                   "PEG10"                 
## [15621] "PPP1R9A"                "PON1"                  
## [15623] "PON3"                   "PON2"                  
## [15625] "ASB4"                   "PDK4"                  
## [15627] "DYNC1I1"                "SLC25A13"              
## [15629] "DLX6-AS1"               "DLX6"                  
## [15631] "DLX5"                   "TAC1"                  
## [15633] "ASNS"                   "LMTK2"                 
## [15635] "BHLHA15"                "TECPR1"                
## [15637] "BRI3"                   "BAIAP2L1"              
## [15639] "NPTX2"                  "TMEM130"               
## [15641] "TRRAP"                  "MIR3609"               
## [15643] "SMURF1"                 "KPNA7"                 
## [15645] "MYH16"                  "ARPC1A"                
## [15647] "ARPC1B"                 "PDAP1"                 
## [15649] "BUD31"                  "PTCD1"                 
## [15651] "CPSF4"                  "ZNF789"                
## [15653] "ZNF394"                 "ZKSCAN5"               
## [15655] "FAM200A"                "ZNF655"                
## [15657] "ZSCAN25"                "CYP3A5"                
## [15659] "CYP3A7"                 "CYP3A4"                
## [15661] "CYP3A43"                "TRIM4"                 
## [15663] "GJC3"                   "AZGP1"                 
## [15665] "ZKSCAN1"                "ZSCAN21"               
## [15667] "ZNF3"                   "COPS6"                 
## [15669] "MCM7"                   "MIR25"                 
## [15671] "MIR93"                  "MIR106B"               
## [15673] "AP4M1"                  "TAF6"                  
## [15675] "CNPY4"                  "MBLAC1"                
## [15677] "LAMTOR4"                "C7orf43"               
## [15679] "GAL3ST4"                "GPC2"                  
## [15681] "STAG3"                  "PVRIG"                 
## [15683] "SPDYE3"                 "PMS2P1"                
## [15685] "PILRB"                  "PILRA"                 
## [15687] "ZCWPW1"                 "MEPCE"                 
## [15689] "PPP1R35"                "C7orf61"               
## [15691] "TSC22D4"                "NYAP1"                 
## [15693] "AGFG2"                  "SAP25"                 
## [15695] "LRCH4"                  "FBXO24"                
## [15697] "PCOLCE-AS1"             "PCOLCE"                
## [15699] "MOSPD3"                 "TFR2"                  
## [15701] "GNB2"                   "GIGYF1"                
## [15703] "POP7"                   "EPO"                   
## [15705] "EPHB4"                  "SLC12A9"               
## [15707] "TRIP6"                  "SRRT"                  
## [15709] "UFSP1"                  "ACHE"                  
## [15711] "MUC12"                  "MUC17"                 
## [15713] "TRIM56"                 "SERPINE1"              
## [15715] "AP1S1"                  "MIR4653"               
## [15717] "VGF"                    "NAT16"                 
## [15719] "MOGAT3"                 "PLOD3"                 
## [15721] "ZNHIT1"                 "CLDN15"                
## [15723] "FIS1"                   "COL26A1"               
## [15725] "CUX1"                   "SH2B2"                 
## [15727] "SPDYE6"                 "LOC100289561"          
## [15729] "PRKRIP1"                "ORAI2"                 
## [15731] "ALKBH4"                 "LRWD1"                 
## [15733] "MIR4467"                "POLR2J"                
## [15735] "POLR2J3"                "RASA4"                 
## [15737] "POLR2J2"                "FAM185A"               
## [15739] "FBXL13"                 "LRRC17"                
## [15741] "ARMC10"                 "NAPEPLD"               
## [15743] "RPL19P12"               "DPY19L2P2"             
## [15745] "PMPCB"                  "DNAJC2"                
## [15747] "PSMC2"                  "SLC26A5"               
## [15749] "RELN"                   "ORC5"                  
## [15751] "LHFPL3-AS2"             "SRPK2"                 
## [15753] "PUS7"                   "RINT1"                 
## [15755] "EFCAB10"                "ATXN7L1"               
## [15757] "CDHR3"                  "SYPL1"                 
## [15759] "NAMPT"                  "CCDC71L"               
## [15761] "PIK3CG"                 "PRKAR2B"               
## [15763] "HBP1"                   "COG5"                  
## [15765] "DUS4L"                  "BCAP29"                
## [15767] "SLC26A4-AS1"            "SLC26A4"               
## [15769] "CBLL1"                  "SLC26A3"               
## [15771] "DLD"                    "LAMB1"                 
## [15773] "LAMB4"                  "NRCAM"                 
## [15775] "PNPLA8"                 "THAP5"                 
## [15777] "DNAJB9"                 "EIF3IP1"               
## [15779] "IMMP2L"                 "LRRN3"                 
## [15781] "DOCK4"                  "ZNF277"                
## [15783] "IFRD1"                  "TMEM168"               
## [15785] "GPR85"                  "FOXP2"                 
## [15787] "MDFIC"                  "TFEC"                  
## [15789] "TES"                    "CAV2"                  
## [15791] "CAV1"                   "MET"                   
## [15793] "CAPZA2"                 "ST7-AS1"               
## [15795] "ST7"                    "ST7-OT4"               
## [15797] "WNT2"                   "CFTR"                  
## [15799] "CTTNBP2"                "NAA38"                 
## [15801] "ANKRD7"                 "KCND2"                 
## [15803] "TSPAN12"                "ING3"                  
## [15805] "CPED1"                  "WNT16"                 
## [15807] "FAM3C"                  "PTPRZ1"                
## [15809] "AASS"                   "FEZF1"                 
## [15811] "FEZF1-AS1"              "CADPS2"                
## [15813] "RNF133"                 "RNF148"                
## [15815] "SLC13A1"                "IQUB"                  
## [15817] "NDUFA5"                 "WASL"                  
## [15819] "HYAL4"                  "GPR37"                 
## [15821] "POT1"                   "GRM8"                  
## [15823] "ZNF800"                 "GCC1"                  
## [15825] "ARF5"                   "FSCN3"                 
## [15827] "SND1"                   "SND1-IT1"              
## [15829] "LRRC4"                  "MIR593"                
## [15831] "LEP"                    "MGC27345"              
## [15833] "RBM28"                  "PRRT4"                 
## [15835] "IMPDH1"                 "HILPDA"                
## [15837] "METTL2B"                "FAM71F2"               
## [15839] "FAM71F1"                "CALU"                  
## [15841] "OPN1SW"                 "CCDC136"               
## [15843] "FLNC"                   "ATP6V1F"               
## [15845] "KCP"                    "IRF5"                  
## [15847] "TNPO3"                  "TPI1P2"                
## [15849] "LOC407835"              "TSPAN33"               
## [15851] "SMO"                    "AHCYL2"                
## [15853] "STRIP2"                 "SMKR1"                 
## [15855] "NRF1"                   "UBE2H"                 
## [15857] "ZC3HC1"                 "KLHDC10"               
## [15859] "TMEM209"                "CPA2"                  
## [15861] "CPA4"                   "CPA5"                  
## [15863] "CEP41"                  "MEST"                  
## [15865] "MESTIT1"                "COPG2"                 
## [15867] "KLF14"                  "MIR29A"                
## [15869] "MIR29B1"                "MKLN1"                 
## [15871] "PODXL"                  "PLXNA4"                
## [15873] "CHCHD3"                 "EXOC4"                 
## [15875] "LRGUK"                  "SLC35B4"               
## [15877] "AKR1B1"                 "AKR1B10"               
## [15879] "AKR1B15"                "BPGM"                  
## [15881] "CALD1"                  "AGBL3"                 
## [15883] "TMEM140"                "WDR91"                 
## [15885] "CNOT4"                  "NUP205"                
## [15887] "SLC13A4"                "FAM180A"               
## [15889] "PTN"                    "DGKI"                  
## [15891] "CREB3L2"                "AKR1D1"                
## [15893] "TRIM24"                 "SVOPL"                 
## [15895] "ATP6V0A4"               "TMEM213"               
## [15897] "KIAA1549"               "ZC3HAV1L"              
## [15899] "ZC3HAV1"                "TTC26"                 
## [15901] "UBN2"                   "LUC7L2"                
## [15903] "LOC100129148"           "KLRG2"                 
## [15905] "CLEC2L"                 "HIPK2"                 
## [15907] "TBXAS1"                 "PARP12"                
## [15909] "SLC37A3"                "RAB19"                 
## [15911] "MKRN1"                  "DENND2A"               
## [15913] "ADCK2"                  "NDUFB2-AS1"            
## [15915] "NDUFB2"                 "BRAF"                  
## [15917] "MRPS33"                 "TMEM178B"              
## [15919] "AGK"                    "KIAA1147"              
## [15921] "WEE2"                   "SSBP1"                 
## [15923] "TAS2R3"                 "TAS2R4"                
## [15925] "TAS2R5"                 "PRSS37"                
## [15927] "CLEC5A"                 "MGAM"                  
## [15929] "PRSS1"                  "PRSS3P2"               
## [15931] "EPHB6"                  "TRPV6"                 
## [15933] "KEL"                    "PIP"                   
## [15935] "GSTK1"                  "TMEM139"               
## [15937] "CASP2"                  "CLCN1"                 
## [15939] "FAM131B"                "ZYX"                   
## [15941] "EPHA1"                  "EPHA1-AS1"             
## [15943] "LOC154761"              "CTAGE4"                
## [15945] "ARHGEF35"               "OR2A20P"               
## [15947] "OR2A7"                  "ARHGEF5"               
## [15949] "TPK1"                   "CNTNAP2"               
## [15951] "CUL1"                   "EZH2"                  
## [15953] "PDIA4"                  "ZNF786"                
## [15955] "ZNF425"                 "ZNF398"                
## [15957] "ZNF282"                 "ZNF212"                
## [15959] "ZNF783"                 "LOC155060"             
## [15961] "ZNF777"                 "ZNF746"                
## [15963] "KRBA1"                  "ZNF467"                
## [15965] "SSPO"                   "ZNF862"                
## [15967] "ATP6V0E2-AS1"           "ATP6V0E2"              
## [15969] "ACTR3C"                 "LRRC61"                
## [15971] "RARRES2"                "REPIN1"                
## [15973] "ZNF775"                 "LOC728743"             
## [15975] "GIMAP8"                 "GIMAP7"                
## [15977] "GIMAP4"                 "GIMAP6"                
## [15979] "GIMAP2"                 "GIMAP1"                
## [15981] "TMEM176B"               "TMEM176A"              
## [15983] "KCNH2"                  "NOS3"                  
## [15985] "ATG9B"                  "ABCB8"                 
## [15987] "ASIC3"                  "CDK5"                  
## [15989] "SLC4A2"                 "FASTK"                 
## [15991] "TMUB1"                  "AGAP3"                 
## [15993] "GBX1"                   "ABCF2"                 
## [15995] "CHPF2"                  "SMARCD3"               
## [15997] "NUB1"                   "WDR86"                 
## [15999] "WDR86-AS1"              "CRYGN"                 
## [16001] "RHEB"                   "PRKAG2"                
## [16003] "PRKAG2-AS1"             "GALNT11"               
## [16005] "FABP5P3"                "XRCC2"                 
## [16007] "ACTR3B"                 "DPP6"                  
## [16009] "PAXIP1"                 "INSIG1"                
## [16011] "EN2"                    "CNPY1"                 
## [16013] "RBM33"                  "SHH"                   
## [16015] "LOC285889"              "RNF32"                 
## [16017] "LMBR1"                  "NOM1"                  
## [16019] "MNX1"                   "UBE3C"                 
## [16021] "DNAJB6"                 "PTPRN2"                
## [16023] "LOC100506585"           "NCAPG2"                
## [16025] "ESYT2"                  "WDR60"                 
## [16027] "LINC00689"              "VIPR2"                 
## [16029] "RPL23AP53"              "ZNF596"                
## [16031] "FBXO25"                 "ERICH1"                
## [16033] "DLGAP2"                 "CLN8"                  
## [16035] "ARHGEF10"               "KBTBD11"               
## [16037] "MYOM2"                  "CSMD1"                 
## [16039] "LOC100287015"           "MCPH1"                 
## [16041] "ANGPT2"                 "AGPAT5"                
## [16043] "XKR5"                   "DEFB1"                 
## [16045] "DEFA4"                  "FAM66B"                
## [16047] "DEFB4A"                 "FAM66E"                
## [16049] "FAM86B3P"               "CLDN23"                
## [16051] "MFHAS1"                 "ERI1"                  
## [16053] "PPP1R3B"                "LOC157273"             
## [16055] "TNKS"                   "MSRA"                  
## [16057] "RP1L1"                  "SOX7"                  
## [16059] "PINX1"                  "XKR6"                  
## [16061] "MTMR9"                  "SLC35G5"               
## [16063] "TDH"                    "FAM167A"               
## [16065] "BLK"                    "GATA4"                 
## [16067] "NEIL2"                  "FDFT1"                 
## [16069] "CTSB"                   "FAM66D"                
## [16071] "FAM86B1"                "FAM66A"                
## [16073] "FAM90A25P"              "FAM86B2"               
## [16075] "LOC100506990"           "LOC729732"             
## [16077] "LONRF1"                 "DLC1"                  
## [16079] "C8orf48"                "SGCZ"                  
## [16081] "TUSC3"                  "MSR1"                  
## [16083] "FGF20"                  "ZDHHC2"                
## [16085] "CNOT7"                  "VPS37A"                
## [16087] "MTMR7"                  "SLC7A2"                
## [16089] "PDGFRL"                 "MTUS1"                 
## [16091] "FGL1"                   "PCM1"                  
## [16093] "ASAH1"                  "NAT1"                  
## [16095] "NAT2"                   "PSD3"                  
## [16097] "LOC100128993"           "SH2D4A"                
## [16099] "CSGALNACT1"             "INTS10"                
## [16101] "LPL"                    "SLC18A1"               
## [16103] "ATP6V1B2"               "LZTS1"                 
## [16105] "LZTS1-AS1"              "GFRA2"                 
## [16107] "DOK2"                   "XPO7"                  
## [16109] "NPM2"                   "FGF17"                 
## [16111] "FAM160B2"               "NUDT18"                
## [16113] "HR"                     "REEP4"                 
## [16115] "LGI3"                   "SFTPC"                 
## [16117] "BMP1"                   "PHYHIP"                
## [16119] "MIR320A"                "POLR3D"                
## [16121] "PIWIL2"                 "SLC39A14"              
## [16123] "PPP3CC"                 "SORBS3"                
## [16125] "PDLIM2"                 "C8orf58"               
## [16127] "BIN3"                   "EGR3"                  
## [16129] "PEBP4"                  "RHOBTB2"               
## [16131] "TNFRSF10B"              "LOC286059"             
## [16133] "LOC254896"              "TNFRSF10C"             
## [16135] "TNFRSF10D"              "TNFRSF10A"             
## [16137] "LOC389641"              "CHMP7"                 
## [16139] "R3HCC1"                 "LOXL2"                 
## [16141] "LOC100507156"           "ENTPD4"                
## [16143] "SLC25A37"               "NKX3-1"                
## [16145] "STC1"                   "ADAM28"                
## [16147] "ADAMDEC1"               "NEFM"                  
## [16149] "NEFL"                   "DOCK5"                 
## [16151] "GNRH1"                  "KCTD9"                 
## [16153] "CDCA2"                  "EBF2"                  
## [16155] "PPP2R2A"                "BNIP3L"                
## [16157] "PNMA2"                  "DPYSL2"                
## [16159] "STMN4"                  "TRIM35"                
## [16161] "PTK2B"                  "CHRNA2"                
## [16163] "EPHX2"                  "CLU"                   
## [16165] "SCARA3"                 "CCDC25"                
## [16167] "ESCO2"                  "PBK"                   
## [16169] "SCARA5"                 "NUGGC"                 
## [16171] "ELP3"                   "PNOC"                  
## [16173] "ZNF395"                 "FBXO16"                
## [16175] "FZD3"                   "EXTL3"                 
## [16177] "INTS9"                  "HMBOX1"                
## [16179] "KIF13B"                 "DUSP4"                 
## [16181] "LINC00589"              "LEPROTL1"              
## [16183] "MBOAT4"                 "DCTN6"                 
## [16185] "RBPMS"                  "GTF2E2"                
## [16187] "GSR"                    "UBXN8"                 
## [16189] "PPP2CB"                 "TEX15"                 
## [16191] "PURG"                   "WRN"                   
## [16193] "NRG1"                   "FUT10"                 
## [16195] "MAK16"                  "TTI2"                  
## [16197] "RNF122"                 "DUSP26"                
## [16199] "UNC5D"                  "KCNU1"                 
## [16201] "ZNF703"                 "ERLIN2"                
## [16203] "LOC728024"              "BRF2"                  
## [16205] "RAB11FIP1"              "EIF4EBP1"              
## [16207] "ASH2L"                  "STAR"                  
## [16209] "LSM1"                   "BAG4"                  
## [16211] "DDHD2"                  "LETM2"                 
## [16213] "FGFR1"                  "TACC1"                 
## [16215] "PLEKHA2"                "HTRA4"                 
## [16217] "TM2D2"                  "ADAM9"                 
## [16219] "ADAM32"                 "IDO1"                  
## [16221] "IDO2"                   "ZMAT4"                 
## [16223] "SFRP1"                  "GOLGA7"                
## [16225] "GINS4"                  "ANK1"                  
## [16227] "KAT6A"                  "AP3M2"                 
## [16229] "PLAT"                   "IKBKB"                 
## [16231] "POLB"                   "VDAC3"                 
## [16233] "SLC20A2"                "THAP1"                 
## [16235] "RNF170"                 "HOOK3"                 
## [16237] "FNTA"                   "HGSNAT"                
## [16239] "LOC100287846"           "CEBPD"                 
## [16241] "PRKDC"                  "MCM4"                  
## [16243] "UBE2V2"                 "EFCAB1"                
## [16245] "SNAI2"                  "PXDNL"                 
## [16247] "PCMTD1"                 "ST18"                  
## [16249] "RB1CC1"                 "NPBWR1"                
## [16251] "OPRK1"                  "ATP6V1H"               
## [16253] "RGS20"                  "TCEA1"                 
## [16255] "LYPLA1"                 "MRPL15"                
## [16257] "SOX17"                  "RP1"                   
## [16259] "TMEM68"                 "TGS1"                  
## [16261] "LYN"                    "RPS20"                 
## [16263] "SNORD54"                "PLAG1"                 
## [16265] "CHCHD7"                 "SDR16C5"               
## [16267] "PENK"                   "IMPAD1"                
## [16269] "FAM110B"                "UBXN2B"                
## [16271] "CYP7A1"                 "SDCBP"                 
## [16273] "NSMAF"                  "TOX"                   
## [16275] "CA8"                    "RAB2A"                 
## [16277] "CHD7"                   "CLVS1"                 
## [16279] "ASPH"                   "MIR4470"               
## [16281] "NKAIN3"                 "GGH"                   
## [16283] "TTPA"                   "YTHDF3"                
## [16285] "BHLHE22"                "CYP7B1"                
## [16287] "ARMC1"                  "MTFR1"                 
## [16289] "PDE7A"                  "DNAJC5B"               
## [16291] "TRIM55"                 "CRH"                   
## [16293] "RRS1"                   "ADHFE1"                
## [16295] "MYBL1"                  "VCPIP1"                
## [16297] "C8orf44"                "SGK3"                  
## [16299] "PTTG3P"                 "MCMDC2"                
## [16301] "SNHG6"                  "SNORD87"               
## [16303] "TCF24"                  "PPP1R42"               
## [16305] "COPS5"                  "CSPP1"                 
## [16307] "ARFGEF1"                "CPA6"                  
## [16309] "PREX2"                  "C8orf34"               
## [16311] "SULF1"                  "SLCO5A1"               
## [16313] "NCOA2"                  "TRAM1"                 
## [16315] "LACTB2"                 "XKR9"                  
## [16317] "EYA1"                   "MSC"                   
## [16319] "TRPA1"                  "KCNB2"                 
## [16321] "TERF1"                  "SBSPON"                
## [16323] "RPL7"                   "RDH10"                 
## [16325] "STAU2-AS1"              "STAU2"                 
## [16327] "UBE2W"                  "TMEM70"                
## [16329] "LY96"                   "JPH1"                  
## [16331] "GDAP1"                  "PI15"                  
## [16333] "CRISPLD1"               "HNF4G"                 
## [16335] "ZFHX4"                  "PEX2"                  
## [16337] "PKIA"                   "ZC2HC1A"               
## [16339] "IL7"                    "STMN2"                 
## [16341] "HEY1"                   "MRPS28"                
## [16343] "TPD52"                  "ZBTB10"                
## [16345] "ZNF704"                 "PAG1"                  
## [16347] "FABP5"                  "PMP2"                  
## [16349] "FABP4"                  "IMPA1"                 
## [16351] "SLC10A5"                "ZFAND1"                
## [16353] "CHMP4C"                 "SNX16"                 
## [16355] "LRRCC1"                 "E2F5"                  
## [16357] "C8orf59"                "CA13"                  
## [16359] "CA1"                    "CA3"                   
## [16361] "CA2"                    "ATP6V0D2"              
## [16363] "WWP1"                   "RMDN1"                 
## [16365] "CPNE3"                  "CNBD1"                 
## [16367] "DCAF4L2"                "MMP16"                 
## [16369] "RIPK2"                  "OSGIN2"                
## [16371] "NBN"                    "DECR1"                 
## [16373] "CALB1"                  "TMEM64"                
## [16375] "NECAB1"                 "OTUD6B"                
## [16377] "LRRC69"                 "SLC26A7"               
## [16379] "RUNX1T1"                "TRIQK"                 
## [16381] "LINC00535"              "RBM12B"                
## [16383] "RBM12B-AS1"             "TMEM67"                
## [16385] "MIR378D2"               "PDP1"                  
## [16387] "CDH17"                  "GEM"                   
## [16389] "RAD54B"                 "LOC100288748"          
## [16391] "ESRP1"                  "DPY19L4"               
## [16393] "INTS8"                  "CCNE2"                 
## [16395] "TP53INP1"               "NDUFAF6"               
## [16397] "PLEKHF2"                "C8orf37"               
## [16399] "GDF6"                   "UQCRB"                 
## [16401] "PTDSS1"                 "SDC2"                  
## [16403] "CPQ"                    "TSPYL5"                
## [16405] "MTDH"                   "LAPTM4B"               
## [16407] "MATN2"                  "RPL30"                 
## [16409] "SNORA72"                "POP1"                  
## [16411] "NIPAL2"                 "KCNS2"                 
## [16413] "STK3"                   "OSR2"                  
## [16415] "VPS13B"                 "COX6C"                 
## [16417] "RGS22"                  "FBXO43"                
## [16419] "POLR2K"                 "SPAG1"                 
## [16421] "RNF19A"                 "ANKRD46"               
## [16423] "SNX31"                  "PABPC1"                
## [16425] "YWHAZ"                  "FLJ42969"              
## [16427] "ZNF706"                 "GRHL2"                 
## [16429] "NCALD"                  "RRM2B"                 
## [16431] "UBR5"                   "KLF10"                 
## [16433] "AZIN1"                  "ATP6V1C1"              
## [16435] "BAALC"                  "FZD6"                  
## [16437] "CTHRC1"                 "SLC25A32"              
## [16439] "DCAF13"                 "RIMS2"                 
## [16441] "DCSTAMP"                "DPYS"                  
## [16443] "LRP12"                  "ZFPM2"                 
## [16445] "OXR1"                   "ANGPT1"                
## [16447] "RSPO2"                  "EIF3E"                 
## [16449] "EMC2"                   "TMEM74"                
## [16451] "NUDCD1"                 "ENY2"                  
## [16453] "PKHD1L1"                "EBAG9"                 
## [16455] "SYBU"                   "KCNV1"                 
## [16457] "CSMD3"                  "TRPS1"                 
## [16459] "LINC00536"              "EIF3H"                 
## [16461] "UTP23"                  "RAD21"                 
## [16463] "RAD21-AS1"              "AARD"                  
## [16465] "SLC30A8"                "MED30"                 
## [16467] "EXT1"                   "SAMD12"                
## [16469] "SAMD12-AS1"             "TNFRSF11B"             
## [16471] "COLEC10"                "MAL2"                  
## [16473] "NOV"                    "ENPP2"                 
## [16475] "TAF2"                   "DSCC1"                 
## [16477] "DEPTOR"                 "COL14A1"               
## [16479] "MRPL13"                 "MTBP"                  
## [16481] "SNTB1"                  "HAS2"                  
## [16483] "HAS2-AS1"               "ZHX2"                  
## [16485] "DERL1"                  "FAM83A"                
## [16487] "C8orf76"                "ZHX1"                  
## [16489] "ATAD2"                  "WDYHV1"                
## [16491] "FBXO32"                 "KLHL38"                
## [16493] "ANXA13"                 "FAM91A1"               
## [16495] "FER1L6"                 "TMEM65"                
## [16497] "TRMT12"                 "RNF139"                
## [16499] "TATDN1"                 "NDUFB9"                
## [16501] "MTSS1"                  "ZNF572"                
## [16503] "SQLE"                   "NSMCE2"                
## [16505] "TRIB1"                  "FAM84B"                
## [16507] "PCAT1"                  "POU5F1B"               
## [16509] "MYC"                    "MIR1204"               
## [16511] "PVT1"                   "MIR1206"               
## [16513] "GSDMC"                  "FAM49B"                
## [16515] "ASAP1"                  "ASAP1-IT1"             
## [16517] "ADCY8"                  "EFR3A"                 
## [16519] "OC90"                   "KCNQ3"                 
## [16521] "LRRC6"                  "TMEM71"                
## [16523] "PHF20L1"                "TG"                    
## [16525] "SLA"                    "WISP1"                 
## [16527] "NDRG1"                  "ST3GAL1"               
## [16529] "ZFAT"                   "KHDRBS3"               
## [16531] "FAM135B"                "COL22A1"               
## [16533] "KCNK9"                  "TRAPPC9"               
## [16535] "CHRAC1"                 "AGO2"                  
## [16537] "PTK2"                   "DENND3"                
## [16539] "SLC45A4"                "GPR20"                 
## [16541] "PTP4A3"                 "MROH5"                 
## [16543] "TSNARE1"                "ARC"                   
## [16545] "JRK"                    "PSCA"                  
## [16547] "LY6K"                   "THEM6"                 
## [16549] "LYNX1"                  "LY6D"                  
## [16551] "LY6E"                   "C8orf31"               
## [16553] "LY6H"                   "GPIHBP1"               
## [16555] "ZFP41"                  "GLI4"                  
## [16557] "ZNF696"                 "TOP1MT"                
## [16559] "RHPN1-AS1"              "RHPN1"                 
## [16561] "MAFA"                   "ZC3H3"                 
## [16563] "GSDMD"                  "MROH6"                 
## [16565] "EEF1D"                  "TIGD5"                 
## [16567] "TSTA3"                  "ZNF623"                
## [16569] "ZNF707"                 "BREA2"                 
## [16571] "MAPK15"                 "FAM83H"                
## [16573] "MIR4664"                "SCRIB"                 
## [16575] "PUF60"                  "NRBP2"                 
## [16577] "EPPK1"                  "PLEC"                  
## [16579] "MIR661"                 "PARP10"                
## [16581] "GRINA"                  "SPATC1"                
## [16583] "OPLAH"                  "EXOSC4"                
## [16585] "GPAA1"                  "CYC1"                  
## [16587] "SHARPIN"                "MAF1"                  
## [16589] "MROH1"                  "BOP1"                  
## [16591] "HSF1"                   "DGAT1"                 
## [16593] "TMEM249"                "FBXL6"                 
## [16595] "SLC52A2"                "ADCK5"                 
## [16597] "CPSF1"                  "SLC39A4"               
## [16599] "VPS28"                  "TONSL"                 
## [16601] "CYHR1"                  "KIFC2"                 
## [16603] "FOXH1"                  "PPP1R16A"              
## [16605] "GPT"                    "MFSD3"                 
## [16607] "RECQL4"                 "LRRC14"                
## [16609] "LRRC24"                 "C8orf82"               
## [16611] "ARHGAP39"               "ZNF251"                
## [16613] "ZNF34"                  "RPL8"                  
## [16615] "ZNF517"                 "ZNF7"                  
## [16617] "COMMD5"                 "ZNF250"                
## [16619] "ZNF16"                  "ZNF252P"               
## [16621] "TMED10P1"               "ZNF252P-AS1"           
## [16623] "C8orf33"                "FOXD4"                 
## [16625] "CBWD1"                  "C9orf66"               
## [16627] "DOCK8"                  "KANK1"                 
## [16629] "DMRT1"                  "DMRT2"                 
## [16631] "SMARCA2"                "VLDLR"                 
## [16633] "KCNV2"                  "RFX3"                  
## [16635] "GLIS3"                  "GLIS3-AS1"             
## [16637] "SLC1A1"                 "SPATA6L"               
## [16639] "CDC37L1"                "AK3"                   
## [16641] "RCL1"                   "JAK2"                  
## [16643] "INSL4"                  "RLN2"                  
## [16645] "RLN1"                   "PLGRKT"                
## [16647] "CD274"                  "PDCD1LG2"              
## [16649] "ERMP1"                  "MLANA"                 
## [16651] "KIAA2026"               "RANBP6"                
## [16653] "IL33"                   "TPD52L3"               
## [16655] "UHRF2"                  "GLDC"                  
## [16657] "KDM4C"                  "PTPRD"                 
## [16659] "TYRP1"                  "LURAP1L"               
## [16661] "MPDZ"                   "NFIB"                  
## [16663] "ZDHHC21"                "FREM1"                 
## [16665] "TTC39B"                 "SNAPC3"                
## [16667] "PSIP1"                  "CCDC171"               
## [16669] "C9orf92"                "BNC2"                  
## [16671] "CNTLN"                  "SH3GL2"                
## [16673] "ADAMTSL1"               "RRAGA"                 
## [16675] "HAUS6"                  "SCARNA8"               
## [16677] "PLIN2"                  "DENND4C"               
## [16679] "RPS6"                   "ACER2"                 
## [16681] "SLC24A2"                "MLLT3"                 
## [16683] "FOCAD"                  "IFNB1"                 
## [16685] "IFNA22P"                "IFNA5"                 
## [16687] "KLHL9"                  "IFNA1"                 
## [16689] "MIR31HG"                "IFNE"                  
## [16691] "MIR31"                  "MTAP"                  
## [16693] "CDKN2A"                 "CDKN2B-AS1"            
## [16695] "CDKN2B"                 "DMRTA1"                
## [16697] "ELAVL2"                 "TUSC1"                 
## [16699] "CAAP1"                  "PLAA"                  
## [16701] "IFT74"                  "LRRC19"                
## [16703] "TEK"                    "LINC00032"             
## [16705] "EQTN"                   "MOB3B"                 
## [16707] "IFNK"                   "C9orf72"               
## [16709] "LINGO2"                 "ACO1"                  
## [16711] "DDX58"                  "TOPORS"                
## [16713] "NDUFB6"                 "TAF1L"                 
## [16715] "APTX"                   "DNAJA1"                
## [16717] "SMU1"                   "B4GALT1"               
## [16719] "SPINK4"                 "BAG1"                  
## [16721] "CHMP5"                  "NFX1"                  
## [16723] "AQP7"                   "AQP3"                  
## [16725] "NOL6"                   "SUGT1P1"               
## [16727] "ANKRD18B"               "ANXA2P2"               
## [16729] "PTENP1"                 "PRSS3"                 
## [16731] "UBE2R2"                 "UBAP2"                 
## [16733] "SNORD121B"              "DCAF12"                
## [16735] "UBAP1"                  "KIF24"                 
## [16737] "NUDT2"                  "C9orf24"               
## [16739] "FAM219A"                "DNAI1"                 
## [16741] "ENHO"                   "CNTFR"                 
## [16743] "RPP25L"                 "DCTN3"                 
## [16745] "ARID3C"                 "SIGMAR1"               
## [16747] "GALT"                   "IL11RA"                
## [16749] "CCL27"                  "CCL19"                 
## [16751] "CCL21"                  "DNAJB5"                
## [16753] "C9orf131"               "VCP"                   
## [16755] "FANCG"                  "PIGO"                  
## [16757] "STOML2"                 "FAM214B"               
## [16759] "UNC13B"                 "ATP8B5P"               
## [16761] "RUSC2"                  "FAM166B"               
## [16763] "TESK1"                  "CD72"                  
## [16765] "SIT1"                   "RMRP"                  
## [16767] "CCDC107"                "ARHGEF39"              
## [16769] "CA9"                    "TPM2"                  
## [16771] "TLN1"                   "CREB3"                 
## [16773] "GBA2"                   "RGP1"                  
## [16775] "MSMP"                   "NPR2"                  
## [16777] "SPAG8"                  "HINT2"                 
## [16779] "FAM221B"                "TMEM8B"                
## [16781] "HRCT1"                  "RECK"                  
## [16783] "GLIPR2"                 "CCIN"                  
## [16785] "CLTA"                   "GNE"                   
## [16787] "RNF38"                  "MELK"                  
## [16789] "ZCCHC7"                 "GRHPR"                 
## [16791] "ZBTB5"                  "POLR1E"                
## [16793] "FBXO10"                 "TOMM5"                 
## [16795] "FRMPD1"                 "TRMT10B"               
## [16797] "EXOSC3"                 "DCAF10"                
## [16799] "SLC25A51"               "SHB"                   
## [16801] "ALDH1B1"                "IGFBPL1"               
## [16803] "ANKRD18A"               "FAM201A"               
## [16805] "CNTNAP3"                "ZNF658"                
## [16807] "FAM95B1"                "LOC286297"             
## [16809] "LOC642929"              "CNTNAP3B"              
## [16811] "PTGER4P2-CDK2AP2P2"     "AQP7P1"                
## [16813] "PGM5P2"                 "LOC440896"             
## [16815] "CBWD6"                  "ANKRD20A4"             
## [16817] "CBWD3"                  "FOXD4L3"               
## [16819] "PGM5-AS1"               "PGM5"                  
## [16821] "TMEM252"                "PIP5K1B"               
## [16823] "FAM122A"                "FXN"                   
## [16825] "TJP2"                   "BANCR"                 
## [16827] "FAM189A2"               "APBA1"                 
## [16829] "PTAR1"                  "C9orf135"              
## [16831] "MAMDC2"                 "SMC5"                  
## [16833] "KLF9"                   "TRPM3"                 
## [16835] "C9orf85"                "C9orf57"               
## [16837] "GDA"                    "ZFAND5"                
## [16839] "TMC1"                   "ALDH1A1"               
## [16841] "ANXA1"                  "RORB"                  
## [16843] "TRPM6"                  "C9orf40"               
## [16845] "NMRK1"                  "OSTF1"                 
## [16847] "PCSK5"                  "RFK"                   
## [16849] "RPSAP9"                 "GCNT1"                 
## [16851] "PRUNE2"                 "VPS13A"                
## [16853] "GNA14"                  "GNAQ"                  
## [16855] "CEP78"                  "PSAT1"                 
## [16857] "TLE4"                   "TLE1"                  
## [16859] "RASEF"                  "FRMD3"                 
## [16861] "IDNK"                   "UBQLN1"                
## [16863] "GKAP1"                  "KIF27"                 
## [16865] "C9orf64"                "HNRNPK"                
## [16867] "MIR7-1"                 "RMI1"                  
## [16869] "SLC28A3"                "NTRK2"                 
## [16871] "AGTPBP1"                "LOC389765"             
## [16873] "NAA35"                  "GOLM1"                 
## [16875] "C9orf153"               "ISCA1"                 
## [16877] "GAS1"                   "LOC440173"             
## [16879] "DAPK1"                  "CTSL3P"                
## [16881] "SPATA31E1"              "SPATA31C1"             
## [16883] "CDK20"                  "SPIN1"                 
## [16885] "NXNL2"                  "C9orf47"               
## [16887] "S1PR3"                  "SHC3"                  
## [16889] "CKS2"                   "MIR3153"               
## [16891] "SECISBP2"               "SEMA4D"                
## [16893] "GADD45G"                "DIRAS2"                
## [16895] "SYK"                    "LOC100129316"          
## [16897] "AUH"                    "NFIL3"                 
## [16899] "ROR2"                   "SPTLC1"                
## [16901] "LOC100128076"           "LINC00475"             
## [16903] "IARS"                   "NOL8"                  
## [16905] "CENPP"                  "OGN"                   
## [16907] "OMD"                    "ASPN"                  
## [16909] "ECM2"                   "IPPK"                  
## [16911] "LOC100128361"           "BICD2"                 
## [16913] "ANKRD19P"               "ZNF484"                
## [16915] "FGD3"                   "SUSD3"                 
## [16917] "NINJ1"                  "WNK2"                  
## [16919] "C9orf129"               "FAM120AOS"             
## [16921] "FAM120A"                "PHF2"                  
## [16923] "BARX1"                  "PTPDC1"                
## [16925] "MIRLET7A1"              "MIRLET7F1"             
## [16927] "MIRLET7D"               "ZNF169"                
## [16929] "LOC100132077"           "FBP2"                  
## [16931] "FBP1"                   "C9orf3"                
## [16933] "MIR23B"                 "MIR27B"                
## [16935] "MIR3074"                "MIR24-1"               
## [16937] "FANCC"                  "PTCH1"                 
## [16939] "LOC100507346"           "LINC00476"             
## [16941] "ERCC6L2"                "LINC00092"             
## [16943] "LOC158435"              "LOC158434"             
## [16945] "HSD17B3"                "SLC35D2"               
## [16947] "ZNF367"                 "HABP4"                 
## [16949] "CDC14B"                 "LOC441455"             
## [16951] "ZNF510"                 "ZNF782"                
## [16953] "LOC100132781"           "LOC441454"             
## [16955] "TDRD7"                  "TMOD1"                 
## [16957] "TSTD2"                  "NCBP1"                 
## [16959] "XPA"                    "FOXE1"                 
## [16961] "HEMGN"                  "ANP32B"                
## [16963] "NANS"                   "TRIM14"                
## [16965] "CORO2A"                 "TBC1D2"                
## [16967] "GABBR2"                 "ANKS6"                 
## [16969] "GALNT12"                "COL15A1"               
## [16971] "TGFBR1"                 "ALG2"                  
## [16973] "SEC61B"                 "NR4A3"                 
## [16975] "STX17"                  "ERP44"                 
## [16977] "INVS"                   "TEX10"                 
## [16979] "MSANTD3"                "TMEFF1"                
## [16981] "BAAT"                   "MRPL50"                
## [16983] "ZNF189"                 "ALDOB"                 
## [16985] "TMEM246"                "RNF20"                 
## [16987] "GRIN3A"                 "PPP3R2"                
## [16989] "CYLC2"                  "SMC2"                  
## [16991] "NIPSNAP3A"              "NIPSNAP3B"             
## [16993] "ABCA1"                  "SLC44A1"               
## [16995] "FSD1L"                  "FKTN"                  
## [16997] "TAL2"                   "TMEM38B"               
## [16999] "ZNF462"                 "RAD23B"                
## [17001] "KLF4"                   "FAM206A"               
## [17003] "CTNNAL1"                "TMEM245"               
## [17005] "FRRS1L"                 "EPB41L4B"              
## [17007] "PTPN3"                  "PALM2"                 
## [17009] "AKAP2"                  "C9orf152"              
## [17011] "TXN"                    "SVEP1"                 
## [17013] "MUSK"                   "LPAR1"                 
## [17015] "ZNF483"                 "PTGR1"                 
## [17017] "DNAJC25"                "GNG10"                 
## [17019] "C9orf84"                "UGCG"                  
## [17021] "MIR4668"                "SUSD1"                 
## [17023] "PTBP3"                  "HSDL2"                 
## [17025] "KIAA1958"               "INIP"                  
## [17027] "SNX30"                  "SLC46A2"               
## [17029] "ZNF883"                 "ZFP37"                 
## [17031] "FAM225B"                "FAM225A"               
## [17033] "SLC31A2"                "FKBP15"                
## [17035] "SLC31A1"                "CDC26"                 
## [17037] "PRPF4"                  "RNF183"                
## [17039] "WDR31"                  "BSPRY"                 
## [17041] "HDHD3"                  "ALAD"                  
## [17043] "POLE3"                  "C9orf43"               
## [17045] "RGS3"                   "ZNF618"                
## [17047] "AMBP"                   "KIF12"                 
## [17049] "COL27A1"                "ORM1"                  
## [17051] "ORM2"                   "AKNA"                  
## [17053] "ATP6V1G1"               "TNFSF15"               
## [17055] "TNFSF8"                 "TNC"                   
## [17057] "DEC1"                   "PAPPA"                 
## [17059] "ASTN2"                  "TRIM32"                
## [17061] "TLR4"                   "CDK5RAP2"              
## [17063] "MEGF9"                  "FBXW2"                 
## [17065] "PSMD5"                  "PHF19"                 
## [17067] "TRAF1"                  "C5"                    
## [17069] "CNTRL"                  "RAB14"                 
## [17071] "GSN"                    "STOM"                  
## [17073] "GGTA1P"                 "DAB2IP"                
## [17075] "TTLL11"                 "NDUFA8"                
## [17077] "MORN5"                  "LHX6"                  
## [17079] "RBM18"                  "MRRF"                  
## [17081] "PTGS1"                  "OR1J1"                 
## [17083] "OR1Q1"                  "PDCL"                  
## [17085] "RC3H2"                  "ZBTB6"                 
## [17087] "ZBTB26"                 "RABGAP1"               
## [17089] "MIR600HG"               "STRBP"                 
## [17091] "CRB2"                   "DENND1A"               
## [17093] "LHX2"                   "NEK6"                  
## [17095] "PSMB7"                  "LOC100129034"          
## [17097] "NR5A1"                  "NR6A1"                 
## [17099] "MIR181A2HG"             "OLFML2A"               
## [17101] "WDR38"                  "RPL35"                 
## [17103] "ARPC5L"                 "GOLGA1"                
## [17105] "SCAI"                   "PPP6C"                 
## [17107] "RABEPK"                 "HSPA5"                 
## [17109] "GAPVD1"                 "MAPKAP1"               
## [17111] "PBX3"                   "MVB12B"                
## [17113] "LMX1B"                  "ZBTB43"                
## [17115] "ZBTB34"                 "RALGPS1"               
## [17117] "ANGPTL2"                "GARNL3"                
## [17119] "SLC2A8"                 "ZNF79"                 
## [17121] "RPL12"                  "SNORA65"               
## [17123] "LRSAM1"                 "FAM129B"               
## [17125] "STXBP1"                 "MIR3911"               
## [17127] "PTRH1"                  "TTC16"                 
## [17129] "TOR2A"                  "SH2D3C"                
## [17131] "MIR3960"                "CDK9"                  
## [17133] "FPGS"                   "ENG"                   
## [17135] "AK1"                    "ST6GALNAC6"            
## [17137] "ST6GALNAC4"             "PIP5KL1"               
## [17139] "DPM2"                   "FAM102A"               
## [17141] "NAIF1"                  "SLC25A25"              
## [17143] "PTGES2"                 "LCN2"                  
## [17145] "C9orf16"                "CIZ1"                  
## [17147] "DNM1"                   "GOLGA2"                
## [17149] "SWI5"                   "TRUB2"                 
## [17151] "COQ4"                   "SLC27A4"               
## [17153] "URM1"                   "CERCAM"                
## [17155] "ODF2"                   "GLE1"                  
## [17157] "SPTAN1"                 "WDR34"                 
## [17159] "SET"                    "PKN3"                  
## [17161] "ZDHHC12"                "LOC100506100"          
## [17163] "ZER1"                   "TBC1D13"               
## [17165] "ENDOG"                  "LRRC8A"                
## [17167] "PHYHD1"                 "DOLK"                  
## [17169] "NUP188"                 "SH3GLB2"               
## [17171] "DOLPP1"                 "CRAT"                  
## [17173] "IER5L"                  "C9orf50"               
## [17175] "NTMT1"                  "ASB6"                  
## [17177] "PRRX2"                  "PTGES"                 
## [17179] "TOR1B"                  "TOR1A"                 
## [17181] "C9orf78"                "USP20"                 
## [17183] "FNBP1"                  "GPR107"                
## [17185] "NCS1"                   "ASS1"                  
## [17187] "LOC100272217"           "FUBP3"                 
## [17189] "PRDM12"                 "EXOSC2"                
## [17191] "ABL1"                   "QRFP"                  
## [17193] "FIBCD1"                 "LAMC3"                 
## [17195] "AIF1L"                  "NUP214"                
## [17197] "FAM78A"                 "PRRC2B"                
## [17199] "POMT1"                  "UCK1"                  
## [17201] "RAPGEF1"                "MED27"                 
## [17203] "NTNG2"                  "SETX"                  
## [17205] "TTF1"                   "DDX31"                 
## [17207] "GTF3C4"                 "AK8"                   
## [17209] "TSC1"                   "GFI1B"                 
## [17211] "GTF3C5"                 "CEL"                   
## [17213] "RALGDS"                 "GBGT1"                 
## [17215] "ABO"                    "SURF6"                 
## [17217] "MED22"                  "RPL7A"                 
## [17219] "SNORD24"                "SNORD36B"              
## [17221] "SNORD36A"               "SNORD36C"              
## [17223] "SURF1"                  "SURF2"                 
## [17225] "SURF4"                  "REXO4"                 
## [17227] "ADAMTS13"               "CACFD1"                
## [17229] "SLC2A6"                 "ADAMTSL2"              
## [17231] "DBH"                    "SARDH"                 
## [17233] "VAV2"                   "BRD3"                  
## [17235] "WDR5"                   "RNU6ATAC"              
## [17237] "RXRA"                   "COL5A1"                
## [17239] "FCN1"                   "OLFM1"                 
## [17241] "PPP1R26"                "C9orf116"              
## [17243] "MRPS2"                  "LCN1"                  
## [17245] "PAEP"                   "KCNT1"                 
## [17247] "CAMSAP1"                "UBAC1"                 
## [17249] "NACC2"                  "LHX3"                  
## [17251] "QSOX2"                  "DKFZP434A062"          
## [17253] "GPSM1"                  "DNLZ"                  
## [17255] "CARD9"                  "SNAPC4"                
## [17257] "PMPCA"                  "INPP5E"                
## [17259] "SEC16A"                 "C9orf163"              
## [17261] "NOTCH1"                 "MIR4674"               
## [17263] "EGFL7"                  "MIR126"                
## [17265] "AGPAT2"                 "FAM69B"                
## [17267] "SNHG7"                  "LCN10"                 
## [17269] "LCN6"                   "LOC100128593"          
## [17271] "LCN15"                  "TMEM141"               
## [17273] "RABL6"                  "MIR4292"               
## [17275] "PHPT1"                  "MAMDC4"                
## [17277] "EDF1"                   "TRAF2"                 
## [17279] "MIR4479"                "FBXW5"                 
## [17281] "C8G"                    "LCN12"                 
## [17283] "PTGDS"                  "LCNL1"                 
## [17285] "CLIC3"                  "ABCA2"                 
## [17287] "C9orf139"               "FUT7"                  
## [17289] "NPDC1"                  "ENTPD2"                
## [17291] "SAPCD2"                 "UAP1L1"                
## [17293] "MAN1B1"                 "DPP7"                  
## [17295] "GRIN1"                  "LRRC26"                
## [17297] "ANAPC2"                 "SSNA1"                 
## [17299] "TPRN"                   "TMEM203"               
## [17301] "NDOR1"                  "RNF208"                
## [17303] "RNF224"                 "SLC34A3"               
## [17305] "TUBB4B"                 "FAM166A"               
## [17307] "NELFB"                  "TOR4A"                 
## [17309] "NRARP"                  "EXD3"                  
## [17311] "NOXA1"                  "ENTPD8"                
## [17313] "NSMF"                   "PNPLA7"                
## [17315] "MRPL41"                 "ZMYND19"               
## [17317] "ARRDC1"                 "EHMT1"                 
## [17319] "CACNA1B"                "TUBBP5"                
## [17321] "FAM157B"                "PLCXD1"                
## [17323] "GTPBP6"                 "LINC00685"             
## [17325] "PPP2R3B"                "CRLF2"                 
## [17327] "CSF2RA"                 "IL3RA"                 
## [17329] "SLC25A6"                "ASMTL-AS1"             
## [17331] "ASMTL"                  "P2RY8"                 
## [17333] "AKAP17A"                "ASMT"                  
## [17335] "DHRSX"                  "ZBED1"                 
## [17337] "CD99P1"                 "LINC00102"             
## [17339] "CD99"                   "XG"                    
## [17341] "GYG2"                   "ARSD"                  
## [17343] "ARSE"                   "ARSH"                  
## [17345] "MXRA5"                  "PRKX"                  
## [17347] "LOC389906"              "NLGN4X"                
## [17349] "MIR4767"                "STS"                   
## [17351] "PNPLA4"                 "FAM9B"                 
## [17353] "TBL1X"                  "GPR143"                
## [17355] "SHROOM2"                "WWC3"                  
## [17357] "CLCN4"                  "MID1"                  
## [17359] "HCCS"                   "ARHGAP6"               
## [17361] "MSL3"                   "FRMPD4"                
## [17363] "PRPS2"                  "TLR7"                  
## [17365] "TLR8-AS1"               "TLR8"                  
## [17367] "TMSB4X"                 "EGFL6"                 
## [17369] "TCEANC"                 "RAB9A"                 
## [17371] "TRAPPC2"                "OFD1"                  
## [17373] "GPM6B"                  "GEMIN8"                
## [17375] "FANCB"                  "MOSPD2"                
## [17377] "ASB9"                   "ASB11"                 
## [17379] "PIGA"                   "PIR-FIGF"              
## [17381] "PIR"                    "BMX"                   
## [17383] "ACE2"                   "CA5BP1"                
## [17385] "CA5B"                   "ZRSR2"                 
## [17387] "AP1S2"                  "GRPR"                  
## [17389] "CTPS2"                  "SYAP1"                 
## [17391] "TXLNG"                  "RBBP7"                 
## [17393] "REPS2"                  "NHS"                   
## [17395] "MIR4768"                "SCML1"                 
## [17397] "RAI2"                   "SCML2"                 
## [17399] "CDKL5"                  "RS1"                   
## [17401] "PPEF1"                  "PHKA2-AS1"             
## [17403] "PHKA2"                  "PDHA1"                 
## [17405] "MAP3K15"                "SH3KBP1"               
## [17407] "LOC729609"              "MAP7D2"                
## [17409] "MIR23C"                 "EIF1AX"                
## [17411] "SCARNA9L"               "RPS6KA3"               
## [17413] "CNKSR2"                 "KLHL34"                
## [17415] "SMPX"                   "MBTPS2"                
## [17417] "YY2"                    "SMS"                   
## [17419] "PHEX"                   "PTCHD1"                
## [17421] "PRDX4"                  "ACOT9"                 
## [17423] "SAT1"                   "APOO"                  
## [17425] "CXorf58"                "KLHL15"                
## [17427] "EIF2S3"                 "ZFX-AS1"               
## [17429] "ZFX"                    "PDK3"                  
## [17431] "PCYT1B"                 "POLA1"                 
## [17433] "SCARNA23"               "ARX"                   
## [17435] "MAGEB6"                 "MAGEB5"                
## [17437] "IL1RAPL1"               "NR0B1"                 
## [17439] "CXorf21"                "GK"                    
## [17441] "TAB3"                   "DMD"                   
## [17443] "TMEM47"                 "PRRG1"                 
## [17445] "LANCL3"                 "XK"                    
## [17447] "CYBB"                   "DYNLT3"                
## [17449] "SYTL5"                  "SRPX"                  
## [17451] "RPGR"                   "OTC"                   
## [17453] "TSPAN7"                 "MID1IP1"               
## [17455] "BCOR"                   "ATP6AP2"               
## [17457] "CXorf38"                "MED14"                 
## [17459] "USP9X"                  "DDX3X"                 
## [17461] "CASK"                   "GPR34"                 
## [17463] "MAOA"                   "MAOB"                  
## [17465] "NDP"                    "EFHC2"                 
## [17467] "FUNDC1"                 "KDM6A"                 
## [17469] "CXorf36"                "MIR221"                
## [17471] "MIR222"                 "KRBOX4"                
## [17473] "ZNF674"                 "ZNF674-AS1"            
## [17475] "CHST7"                  "SLC9A7"                
## [17477] "RP2"                    "RGN"                   
## [17479] "NDUFB11"                "RBM10"                 
## [17481] "UBA1"                   "INE1"                  
## [17483] "CDK16"                  "USP11"                 
## [17485] "ZNF157"                 "ZNF41"                 
## [17487] "ARAF"                   "SYN1"                  
## [17489] "TIMP1"                  "CFP"                   
## [17491] "ELK1"                   "UXT"                   
## [17493] "ZNF81"                  "ZNF182"                
## [17495] "ZNF630"                 "SLC38A5"               
## [17497] "FTSJ1"                  "PORCN"                 
## [17499] "EBP"                    "TBC1D25"               
## [17501] "RBM3"                   "WDR13"                 
## [17503] "WAS"                    "SUV39H1"               
## [17505] "GLOD5"                  "GATA1"                 
## [17507] "HDAC6"                  "ERAS"                  
## [17509] "PCSK1N"                 "TIMM17B"               
## [17511] "PQBP1"                  "SLC35A2"               
## [17513] "PIM2"                   "OTUD5"                 
## [17515] "KCND1"                  "GRIPAP1"               
## [17517] "TFE3"                   "CCDC120"               
## [17519] "PRAF2"                  "WDR45"                 
## [17521] "GPKOW"                  "MAGIX"                 
## [17523] "PLP2"                   "PRICKLE3"              
## [17525] "SYP"                    "CACNA1F"               
## [17527] "CCDC22"                 "FOXP3"                 
## [17529] "PPP1R3F"                "GAGE10"                
## [17531] "PAGE1"                  "USP27X"                
## [17533] "CLCN5"                  "CCNB3"                 
## [17535] "SHROOM4"                "NUDT10"                
## [17537] "NUDT11"                 "GSPT2"                 
## [17539] "MAGED1"                 "XAGE3"                 
## [17541] "FAM156A"                "GPR173"                
## [17543] "TSPYL2"                 "KDM5C"                 
## [17545] "IQSEC2"                 "SMC1A"                 
## [17547] "RIBC1"                  "HSD17B10"              
## [17549] "HUWE1"                  "MIR98"                 
## [17551] "PHF8"                   "FAM120C"               
## [17553] "WNK3"                   "TSR2"                  
## [17555] "FGD1"                   "GNL3L"                 
## [17557] "ITIH6"                  "MAGED2"                
## [17559] "SNORA11"                "TRO"                   
## [17561] "PFKFB1"                 "APEX2"                 
## [17563] "ALAS2"                  "PAGE2B"                
## [17565] "FAM104B"                "PAGE3"                 
## [17567] "MAGEH1"                 "USP51"                 
## [17569] "RRAGB"                  "KLF8"                  
## [17571] "UBQLN2"                 "UQCRBP1"               
## [17573] "SPIN3"                  "SPIN2B"                
## [17575] "SPIN2A"                 "FAAH2"                 
## [17577] "ZXDB"                   "ZXDA"                  
## [17579] "SPIN4"                  "ARHGEF9"               
## [17581] "AMER1"                  "ASB12"                 
## [17583] "MTMR8"                  "ZC4H2"                 
## [17585] "ZC3H12B"                "LAS1L"                 
## [17587] "MSN"                    "MIR223"                
## [17589] "VSIG4"                  "HEPH"                  
## [17591] "EDA2R"                  "AR"                    
## [17593] "OPHN1"                  "YIPF6"                 
## [17595] "STARD8"                 "EFNB1"                 
## [17597] "PJA1"                   "FAM155B"               
## [17599] "EDA"                    "AWAT2"                 
## [17601] "IGBP1"                  "P2RY4"                 
## [17603] "ARR3"                   "RAB41"                 
## [17605] "PDZD11"                 "KIF4A"                 
## [17607] "GDPD2"                  "DLG3"                  
## [17609] "SNX12"                  "FOXO4"                 
## [17611] "CXorf65"                "IL2RG"                 
## [17613] "MED12"                  "NLGN3"                 
## [17615] "GJB1"                   "ZMYM3"                 
## [17617] "NONO"                   "ITGB1BP2"              
## [17619] "TAF1"                   "INGX"                  
## [17621] "OGT"                    "CXCR3"                 
## [17623] "NHSL2"                  "FLJ44635"              
## [17625] "PIN4"                   "ERCC6L"                
## [17627] "RPS4X"                  "CITED1"                
## [17629] "HDAC8"                  "PHKA1"                 
## [17631] "NAP1L2"                 "MAP2K4P1"              
## [17633] "CHIC1"                  "TSIX"                  
## [17635] "XIST"                   "JPX"                   
## [17637] "FTX"                    "MIR421"                
## [17639] "MIR374B"                "SLC16A2"               
## [17641] "RLIM"                   "ABCB7"                 
## [17643] "UPRT"                   "ZDHHC15"               
## [17645] "TTC3P1"                 "PBDC1"                 
## [17647] "MAGEE1"                 "ATRX"                  
## [17649] "MAGT1"                  "COX7B"                 
## [17651] "ATP7A"                  "PGAM4"                 
## [17653] "PGK1"                   "TAF9B"                 
## [17655] "CYSLTR1"                "LPAR4"                 
## [17657] "P2RY10"                 "GPR174"                
## [17659] "ITM2A"                  "BRWD3"                 
## [17661] "HMGN5"                  "SH3BGRL"               
## [17663] "RPS6KA6"                "HDX"                   
## [17665] "APOOL"                  "SATL1"                 
## [17667] "ZNF711"                 "POF1B"                 
## [17669] "CHM"                    "DACH2"                 
## [17671] "KLHL4"                  "PABPC5"                
## [17673] "PCDH11X"                "NAP1L3"                
## [17675] "FAM133A"                "DIAPH2"                
## [17677] "RPA4"                   "PCDH19"                
## [17679] "TSPAN6"                 "SRPX2"                 
## [17681] "SYTL4"                  "CSTF2"                 
## [17683] "NOX1"                   "XKRX"                  
## [17685] "ARL13A"                 "TRMT2B"                
## [17687] "CENPI"                  "DRP2"                  
## [17689] "TAF7L"                  "TIMM8A"                
## [17691] "BTK"                    "RPL36A"                
## [17693] "GLA"                    "HNRNPH2"               
## [17695] "ARMCX4"                 "ARMCX1"                
## [17697] "ARMCX6"                 "ARMCX3"                
## [17699] "ARMCX2"                 "ZMAT1"                 
## [17701] "TCEAL2"                 "BEX5"                  
## [17703] "TMSB15A"                "ARMCX5"                
## [17705] "ARMCX5-GPRASP2"         "GPRASP1"               
## [17707] "GPRASP2"                "BHLHB9"                
## [17709] "LINC00630"              "RAB40AL"               
## [17711] "BEX1"                   "NXF3"                  
## [17713] "BEX4"                   "TCEAL8"                
## [17715] "BEX2"                   "TCEAL7"                
## [17717] "RAB40A"                 "TCEAL4"                
## [17719] "TCEAL3"                 "TCEAL1"                
## [17721] "MORF4L2"                "MORF4L2-AS1"           
## [17723] "TMEM31"                 "PLP1"                  
## [17725] "RAB9B"                  "TMSB15B"               
## [17727] "H2BFXP"                 "SLC25A53"              
## [17729] "ZCCHC18"                "LOC286437"             
## [17731] "FAM199X"                "ESX1"                  
## [17733] "IL1RAPL2"               "NRK"                   
## [17735] "MUM1L1"                 "CXorf57"               
## [17737] "RNF128"                 "TBC1D8B"               
## [17739] "RIPPLY1"                "CLDN2"                 
## [17741] "MORC4"                  "RBM41"                 
## [17743] "NUP62CL"                "PIH1D3"                
## [17745] "PRPS1"                  "TSC22D3"               
## [17747] "MID2"                   "VSIG1"                 
## [17749] "PSMD10"                 "ATG4A"                 
## [17751] "COL4A6"                 "COL4A5"                
## [17753] "GUCY2F"                 "NXT2"                  
## [17755] "ACSL4"                  "TMEM164"               
## [17757] "AMMECR1"                "CHRDL1"                
## [17759] "PAK3"                   "CAPN6"                 
## [17761] "DCX"                    "ALG13"                 
## [17763] "LHFPL1"                 "AMOT"                  
## [17765] "HTR2C"                  "IL13RA2"               
## [17767] "LRCH2"                  "LUZP4"                 
## [17769] "PLS3"                   "AGTR2"                 
## [17771] "SLC6A14"                "KLHL13"                
## [17773] "WDR44"                  "DOCK11"                
## [17775] "IL13RA1"                "ZCCHC12"               
## [17777] "LONRF3"                 "PGRMC1"                
## [17779] "SLC25A43"               "SLC25A5-AS1"           
## [17781] "SLC25A5"                "CXorf56"               
## [17783] "UBE2A"                  "NKRF"                  
## [17785] "SEPT6"                  "SOWAHD"                
## [17787] "RPL39"                  "SNORA69"               
## [17789] "UPF3B"                  "RNF113A"               
## [17791] "NDUFA1"                 "AKAP14"                
## [17793] "NKAP"                   "RHOXF1"                
## [17795] "NKAPP1"                 "ZBTB33"                
## [17797] "TMEM255A"               "LAMP2"                 
## [17799] "CUL4B"                  "MCTS1"                 
## [17801] "C1GALT1C1"              "GLUD2"                 
## [17803] "GRIA3"                  "THOC2"                 
## [17805] "XIAP"                   "STAG2"                 
## [17807] "SH2D1A"                 "TENM1"                 
## [17809] "DCAF12L2"               "SMARCA1"               
## [17811] "OCRL"                   "APLN"                  
## [17813] "XPNPEP2"                "SASH3"                 
## [17815] "ZDHHC9"                 "UTP14A"                
## [17817] "BCORL1"                 "ELF4"                  
## [17819] "AIFM1"                  "RAB33A"                
## [17821] "ZNF280C"                "SLC25A14"              
## [17823] "RBMX2"                  "ENOX2"                 
## [17825] "IGSF1"                  "RAP2C"                 
## [17827] "MBNL3"                  "HS6ST2"                
## [17829] "GPC4"                   "GPC3"                  
## [17831] "CCDC160"                "PHF6"                  
## [17833] "HPRT1"                  "MIR503"                
## [17835] "LINC00629"              "PLAC1"                 
## [17837] "FAM122B"                "FAM122C"               
## [17839] "MOSPD1"                 "SMIM10"                
## [17841] "ZNF75D"                 "ZNF449"                
## [17843] "CT45A5"                 "MMGT1"                 
## [17845] "SLC9A6"                 "FHL1"                  
## [17847] "MAP7D3"                 "HTATSF1"               
## [17849] "VGLL1"                  "CD40LG"                
## [17851] "ARHGEF6"                "RBMX"                  
## [17853] "FGF13"                  "MCF2"                  
## [17855] "ATP11C"                 "LOC389895"             
## [17857] "CDR1"                   "LDOC1"                 
## [17859] "SPANXA2-OT1"            "MAGEC2"                
## [17861] "SLITRK4"                "UBE2NL"                
## [17863] "SLITRK2"                "FMR1-AS1"              
## [17865] "FMR1"                   "AFF2"                  
## [17867] "IDS"                    "CXorf40A"              
## [17869] "TMEM185A"               "MAGEA8"                
## [17871] "CXorf40B"               "MAMLD1"                
## [17873] "MTM1"                   "MTMR1"                 
## [17875] "CD99L2"                 "HMGB3"                 
## [17877] "VMA21"                  "GABRE"                 
## [17879] "MAGEA10"                "GABRA3"                
## [17881] "GABRQ"                  "MAGEA6"                
## [17883] "CETN2"                  "NSDHL"                 
## [17885] "ZNF185"                 "PNMA5"                 
## [17887] "PNMA3"                  "MAGEA1"                
## [17889] "ZNF275"                 "ZFP92"                 
## [17891] "TREX2"                  "HAUS7"                 
## [17893] "BGN"                    "ATP2B3"                
## [17895] "DUSP9"                  "PNCK"                  
## [17897] "SLC6A8"                 "BCAP31"                
## [17899] "ABCD1"                  "PLXNB3"                
## [17901] "SRPK3"                  "IDH3G"                 
## [17903] "SSR4"                   "PDZD4"                 
## [17905] "L1CAM"                  "AVPR2"                 
## [17907] "ARHGAP4"                "NAA10"                 
## [17909] "RENBP"                  "HCFC1"                 
## [17911] "TMEM187"                "IRAK1"                 
## [17913] "MECP2"                  "TKTL1"                 
## [17915] "FLNA"                   "EMD"                   
## [17917] "RPL10"                  "SNORA70"               
## [17919] "DNASE1L1"               "TAZ"                   
## [17921] "ATP6AP1"                "GDI1"                  
## [17923] "FAM50A"                 "PLXNA3"                
## [17925] "LAGE3"                  "UBL4A"                 
## [17927] "SLC10A3"                "FAM3A"                 
## [17929] "G6PD"                   "IKBKG"                 
## [17931] "GAB3"                   "DKC1"                  
## [17933] "SNORA56"                "MPP1"                  
## [17935] "F8"                     "F8A1"                  
## [17937] "FUNDC2"                 "CMC4"                  
## [17939] "MTCP1"                  "BRCC3"                 
## [17941] "VBP1"                   "RAB39B"                
## [17943] "CLIC2"                  "TMLHE-AS1"             
## [17945] "TMLHE"                  "SPRY3"                 
## [17947] "VAMP7"                  "IL9R"                  
## [17949] "RPS4Y1"                 "ZFY"                   
## [17951] "LINC00278"              "PRKY"                  
## [17953] "GYG2P1"                 "TTTY15"                
## [17955] "USP9Y"                  "DDX3Y"                 
## [17957] "UTY"                    "TMSB4Y"                
## [17959] "NLGN4Y"                 "TTTY14"                
## [17961] "CD24"                   "BCORP1"                
## [17963] "KDM5D"                  "EIF1AY"
plot(hclust(dist(t(cell24_4)),method="complete"))

cell24_4_filt<-(cell24_4[apply(cell24_4==0,1,mean)<0.1,])
pca<-prcomp(t(cell24_4_filt))
plot(pca)

{plot(pca$x[,1],pca$x[,2])
  points(pca$x[1:14,1],pca$x[1:14,2],col=2,pch=2)
  points(pca$x[15:28,1],pca$x[15:28,2],col=3,pch=2)
}

which(pca$x[,1]< -100)
## named integer(0)
which(pca$x[,1]< -20)
##        S5_A549_Mock_1        S5_A549_Mock_2        S5_A549_Mock_3 
##                     1                     2                     3 
##   S6_A549.ACE2_Mock_1   S6_A549.ACE2_Mock_2   S6_A549.ACE2_Mock_3 
##                     4                     5                     6 
##       S7_Calu3_Mock_1       S7_Calu3_Mock_2       S7_Calu3_Mock_3 
##                     7                     8                     9 
##  S16_A549.ACE2_Mock_1  S16_A549.ACE2_Mock_2  S16_A549.ACE2_Mock_3 
##                    10                    11                    12 
##       S5_A549_CoV.2_1       S5_A549_CoV.2_2       S5_A549_CoV.2_3 
##                    15                    16                    17 
##  S6_A549.ACE2_CoV.2_1  S6_A549.ACE2_CoV.2_2  S6_A549.ACE2_CoV.2_3 
##                    18                    19                    20 
##      S7_Calu3_CoV.2_3 S16_A549.ACE2_CoV.2_1 S16_A549.ACE2_CoV.2_2 
##                    23                    24                    25 
## S16_A549.ACE2_CoV.2_3 
##                    26
which(pca$x[,1]< 0)
##        S5_A549_Mock_1        S5_A549_Mock_2        S5_A549_Mock_3 
##                     1                     2                     3 
##   S6_A549.ACE2_Mock_1   S6_A549.ACE2_Mock_2   S6_A549.ACE2_Mock_3 
##                     4                     5                     6 
##       S7_Calu3_Mock_1       S7_Calu3_Mock_2       S7_Calu3_Mock_3 
##                     7                     8                     9 
##  S16_A549.ACE2_Mock_1  S16_A549.ACE2_Mock_2  S16_A549.ACE2_Mock_3 
##                    10                    11                    12 
##       S5_A549_CoV.2_1       S5_A549_CoV.2_2       S5_A549_CoV.2_3 
##                    15                    16                    17 
##  S6_A549.ACE2_CoV.2_1  S6_A549.ACE2_CoV.2_2  S6_A549.ACE2_CoV.2_3 
##                    18                    19                    20 
##      S7_Calu3_CoV.2_1      S7_Calu3_CoV.2_2      S7_Calu3_CoV.2_3 
##                    21                    22                    23 
## S16_A549.ACE2_CoV.2_1 S16_A549.ACE2_CoV.2_2 S16_A549.ACE2_CoV.2_3 
##                    24                    25                    26
bat <-
  as.data.frame(cbind(
    colnames(cell24_4_filt),
    c(
      rep(1, 3),
      rep(2, 3),
      rep(3, 3),
      rep(4, 3),
      rep(5, 2),
      rep(1, 3),
      rep(2, 3),
      rep(3, 3),
      rep(4, 3),
      rep(5, 2)
    ),
    c(rep(1, 14), rep(2, 14))
  ))

mod<-model.matrix(~as.factor(bat[,3]), data=bat)

combat_cell24_4<-ComBat(dat = as.matrix(cell24_4_filt,),batch = (bat[,2]),mod=mod,par.prior = T)
## Found5batches
## Adjusting for1covariate(s) or covariate level(s)
## Standardizing Data across genes
## Fitting L/S model and finding priors
## Finding parametric adjustments
## Adjusting the Data
##PCA post combat
pca<-prcomp(t(combat_cell24_4))
plot(pca)

{plot(pca$x[,1],pca$x[,2])
  points(pca$x[1:14,1],pca$x[1:14,2], main="Top 2 PCs",col=2)
  points(pca$x[15:28,1],pca$x[15:28,2], main="Top 2 PCs",col=3)
}

which(pca$x[,1]< -50)
##      S7_Calu3_Mock_2 S16_A549.ACE2_Mock_1 S16_A549.ACE2_Mock_3 
##                    8                   10                   12 
##           S15_COV2_1 
##                   28
which(pca$x[,2]< -50)
## S15_Healthy_2 
##            13
c_mock<-as.matrix(combat_cell24_4[,c(1:12)])
c_cov<-as.matrix(combat_cell24_4[,c(15:26)])
test<-as.matrix(combat_cell24_4[,c(13:14,27:28)])
trainingLabela <- list(control=list(mock=1:12),cov=13:24)
basedir<-getwd()
sub_dir <- paste(basedir,paste("cov", 25, sep=""),sep='/')
dir.create(sub_dir)
set.seed(1220)
assign.wrapper(
  trainingData = cbind(c_mock, c_cov),
  testData = test,
  trainingLabel = trainingLabela,
  geneList = NULL,
  n_sigGene = 25,
  adaptive_B = T,
  adaptive_S = F,
  outputDir = sub_dir,
  p_beta = 0.01,
  theta0 = 0.05,
  theta1 = 0.9,
  iter = 2000,
  burn_in = 1000)
## Performing QC on the input data...
## Warning in assign.preprocess(trainingData, testData, anchorGenes, excludeGenes, : Control Labels DO NOT match the experimental Labels!
## Please make sure that you specify the correct indice for control and experimental samples in the trainingLabel!
## Generating starting/prior values for model parameters...
## Gene selection on cov pathway...
## | 0%                                  50%                                 100% |
## Estimating model parameters in the training dataset...
## Start Gibbs sampling...
## | 0%                                  50%                                 100% |
## Estimating model parameters in the test dataset...
## Start Gibbs sampling...
## | 0%                                  50%                                 100% |
## Outputing results...
#use series 15 to test positive
cell5_6_7_16_15<-read.table("56716_15positive.txt",header=TRUE)
write.csv(cell5_6_7_16_15,"cell5_6_7_16_15.csv")
mock_cov<-read.csv("cell5_6_7_16_15.csv", header = TRUE)
mock_cov<-(log2(data.frame(mock_cov,check.names = F, row.names=1)+1))
mock_cov_filt<-(mock_cov[apply(mock_cov==0,1,mean)<0.1,])
bat <-as.data.frame(cbind(
  colnames(cell5_6_7_16_15),
  c(rep(1, 3),rep(2, 3),rep(3, 3),rep(4, 3),rep(5, 2),rep(1, 3),rep(2, 3),rep(3, 3),rep(4, 3),rep(5, 2)),
  c(rep(1, 14), rep(2, 14))))
mod<-model.matrix(~as.factor(bat[,3]), data=bat)
combat_mock_cov<-ComBat(dat = as.matrix(mock_cov_filt,),batch = (bat[,2]),mod=mod,par.prior = T)
## Found5batches
## Adjusting for1covariate(s) or covariate level(s)
## Standardizing Data across genes
## Fitting L/S model and finding priors
## Finding parametric adjustments
## Adjusting the Data
c_mock<-as.matrix(combat_mock_cov[,c(1:12)])
c_cov<-as.matrix(combat_mock_cov[,c(15:26)])
test<-as.matrix(combat_mock_cov[,c(13:14,27:28)])

trainingLabela <- list(control=list(mock=1:12),cov=13:24)
genelist_25<-read.csv("signature_gene_list_prior_25yueli.csv")

basedir<-getwd()
sub_dir <- paste(basedir,paste("cov_positive", 25, sep=""),sep='/')
dir.create(sub_dir)
set.seed(1220)
assign.wrapper(
  trainingData = cbind(c_mock, c_cov),
  testData = test,
  trainingLabel = trainingLabela,
  geneList = list(genelist_25$X),
  adaptive_B = T,
  adaptive_S = F,
  outputDir = sub_dir,
  p_beta = 0.01,
  theta0 = 0.05,
  theta1 = 0.9,
  iter = 2000,
  burn_in = 1000)
## Performing QC on the input data...
## Warning in assign.preprocess(trainingData, testData, anchorGenes, excludeGenes, : Control Labels DO NOT match the experimental Labels!
## Please make sure that you specify the correct indice for control and experimental samples in the trainingLabel!
## Generating starting/prior values for model parameters...
## Estimating model parameters in the training dataset...
## Start Gibbs sampling...
## | 0%                                  50%                                 100% |
## Estimating model parameters in the test dataset...
## Start Gibbs sampling...
## | 0%                                  50%                                 100% |
## Outputing results...
#use series 2 to test negative
cell5_6_7_16_2<-read.table("56716_2negative.txt",header=TRUE)
write.csv(cell5_6_7_16_2,"cell5_6_7_16_2.csv")
mock_cov<-read.csv("cell5_6_7_16_2.csv", header = TRUE)
mock_cov<-(log2(data.frame(mock_cov,check.names = F, row.names=1)+1))
mock_cov_filt<-(mock_cov[apply(mock_cov==0,1,mean)<0.1,])
bat <-as.data.frame(cbind(
  colnames(cell5_6_7_16_2),
  c(rep(1, 3),rep(2, 3),rep(3, 3),rep(4, 3),rep(5, 3),rep(1, 3),rep(2, 3),rep(3, 3),rep(4, 3),rep(5, 3)),
  c(rep(1, 15), rep(2, 15))))
mod<-model.matrix(~as.factor(bat[,3]), data=bat)
combat_mock_cov<-ComBat(dat = as.matrix(mock_cov_filt,),batch = (bat[,2]),mod=mod,par.prior = T)
## Found5batches
## Adjusting for1covariate(s) or covariate level(s)
## Standardizing Data across genes
## Fitting L/S model and finding priors
## Finding parametric adjustments
## Adjusting the Data
c_mock<-as.matrix(combat_mock_cov[,c(1:12)])
c_cov<-as.matrix(combat_mock_cov[,c(16:27)])
test<-as.matrix(combat_mock_cov[,c(13:15,28:30)])

trainingLabela <- list(control=list(mock=1:12),cov=13:24)
genelist_25<-read.csv("signature_gene_list_prior_25yueli.csv")

basedir<-getwd()
sub_dir <- paste(basedir,paste("cov_negative", 25, sep=""),sep='/')
dir.create(sub_dir)
set.seed(1220)
assign.wrapper(
  trainingData = cbind(c_mock, c_cov),
  testData = test,
  trainingLabel = trainingLabela,
  geneList = list(genelist_25$X),
  adaptive_B = T,
  adaptive_S = F,
  outputDir = sub_dir,
  p_beta = 0.01,
  theta0 = 0.05,
  theta1 = 0.9,
  iter = 2000,
  burn_in = 1000)
## Performing QC on the input data...
## Warning in assign.preprocess(trainingData, testData, anchorGenes, excludeGenes, : Control Labels DO NOT match the experimental Labels!
## Please make sure that you specify the correct indice for control and experimental samples in the trainingLabel!
## Generating starting/prior values for model parameters...
## Estimating model parameters in the training dataset...
## Start Gibbs sampling...
## | 0%                                  50%                                 100% |
## Estimating model parameters in the test dataset...
## Start Gibbs sampling...
## | 0%                                  50%                                 100% |
## Outputing results...
# BALF
cell_5_6_7_16_BALF<-read.table("cell_5_6_7_16_BALF_norm.txt",head=TRUE)
write.csv(cell_5_6_7_16_BALF,"cell_5_6_7_16_BALF.csv")
cells_4_BALF<-read.csv("cell_5_6_7_16_BALF.csv",header=TRUE)
cells_4_BALF<-(log2(data.frame(cells_4_BALF,check.names = F, row.names=1)+1))
colnames(cells_4_BALF)
##  [1] "Series5_A549_Mock_1"             "Series5_A549_Mock_2"            
##  [3] "Series5_A549_Mock_3"             "Series6_A549.ACE2_Mock_1"       
##  [5] "Series6_A549.ACE2_Mock_2"        "Series6_A549.ACE2_Mock_3"       
##  [7] "Series7_Calu3_Mock_1"            "Series7_Calu3_Mock_2"           
##  [9] "Series7_Calu3_Mock_3"            "Series16_A549.ACE2_Mock_1"      
## [11] "Series16_A549.ACE2_Mock_2"       "Series16_A549.ACE2_Mock_3"      
## [13] "SRR10571724"                     "SRR10571730"                    
## [15] "SRR10571732"                     "Series5_A549_SARS.CoV.2_1"      
## [17] "Series5_A549_SARS.CoV.2_2"       "Series5_A549_SARS.CoV.2_3"      
## [19] "Series6_A549.ACE2_SARS.CoV.2_1"  "Series6_A549.ACE2_SARS.CoV.2_2" 
## [21] "Series6_A549.ACE2_SARS.CoV.2_3"  "Series7_Calu3_SARS.CoV.2_1"     
## [23] "Series7_Calu3_SARS.CoV.2_2"      "Series7_Calu3_SARS.CoV.2_3"     
## [25] "Series16_A549.ACE2_SARS.CoV.2_1" "Series16_A549.ACE2_SARS.CoV.2_2"
## [27] "Series16_A549.ACE2_SARS.CoV.2_3" "CRR119894"                      
## [29] "CRR119895"                       "CRR119896"                      
## [31] "CRR119897"
rownames(cells_4_BALF)
##     [1] "A1BG"                   "A1BG-AS1"              
##     [3] "A1CF"                   "A2M"                   
##     [5] "A2M-AS1"                "A2ML1"                 
##     [7] "A2MP1"                  "A4GALT"                
##     [9] "A4GNT"                  "AAAS"                  
##    [11] "AACS"                   "AACSP1"                
##    [13] "AADAC"                  "AADAT"                 
##    [15] "AAGAB"                  "AAK1"                  
##    [17] "AAMDC"                  "AAMP"                  
##    [19] "AANAT"                  "AAR2"                  
##    [21] "AARD"                   "AARS2"                 
##    [23] "AARSD1"                 "AASDH"                 
##    [25] "AASDHPPT"               "AASS"                  
##    [27] "AATF"                   "AATK"                  
##    [29] "ABAT"                   "ABCA1"                 
##    [31] "ABCA10"                 "ABCA11P"               
##    [33] "ABCA12"                 "ABCA13"                
##    [35] "ABCA17P"                "ABCA2"                 
##    [37] "ABCA3"                  "ABCA4"                 
##    [39] "ABCA5"                  "ABCA6"                 
##    [41] "ABCA7"                  "ABCA8"                 
##    [43] "ABCA9"                  "ABCB1"                 
##    [45] "ABCB10"                 "ABCB11"                
##    [47] "ABCB4"                  "ABCB5"                 
##    [49] "ABCB6"                  "ABCB7"                 
##    [51] "ABCB8"                  "ABCB9"                 
##    [53] "ABCC1"                  "ABCC10"                
##    [55] "ABCC11"                 "ABCC12"                
##    [57] "ABCC13"                 "ABCC2"                 
##    [59] "ABCC3"                  "ABCC4"                 
##    [61] "ABCC5"                  "ABCC5-AS1"             
##    [63] "ABCC6"                  "ABCC6P1"               
##    [65] "ABCC6P2"                "ABCC8"                 
##    [67] "ABCC9"                  "ABCD1"                 
##    [69] "ABCD2"                  "ABCD3"                 
##    [71] "ABCD4"                  "ABCE1"                 
##    [73] "ABCF1"                  "ABCF3"                 
##    [75] "ABCG1"                  "ABCG2"                 
##    [77] "ABCG4"                  "ABCG5"                 
##    [79] "ABCG8"                  "ABHD1"                 
##    [81] "ABHD10"                 "ABHD11"                
##    [83] "ABHD12"                 "ABHD12B"               
##    [85] "ABHD13"                 "ABHD14A"               
##    [87] "ABHD14A-ACY1"           "ABHD14B"               
##    [89] "ABHD15"                 "ABHD16A"               
##    [91] "ABHD16B"                "ABHD2"                 
##    [93] "ABHD3"                  "ABHD4"                 
##    [95] "ABHD5"                  "ABHD6"                 
##    [97] "ABHD8"                  "ABI1"                  
##    [99] "ABI2"                   "ABI3"                  
##   [101] "ABI3BP"                 "ABL1"                  
##   [103] "ABL2"                   "ABLIM1"                
##   [105] "ABLIM2"                 "ABLIM3"                
##   [107] "ABO"                    "ABR"                   
##   [109] "ABRA"                   "ABRACL"                
##   [111] "ABT1"                   "ABTB1"                 
##   [113] "ABTB2"                  "ACAA1"                 
##   [115] "ACAA2"                  "ACACA"                 
##   [117] "ACACB"                  "ACAD10"                
##   [119] "ACAD11"                 "ACAD8"                 
##   [121] "ACAD9"                  "ACADL"                 
##   [123] "ACADM"                  "ACADS"                 
##   [125] "ACADSB"                 "ACADVL"                
##   [127] "ACAN"                   "ACAP1"                 
##   [129] "ACAP2"                  "ACAP3"                 
##   [131] "ACAT1"                  "ACAT2"                 
##   [133] "ACBD3"                  "ACBD4"                 
##   [135] "ACBD5"                  "ACBD6"                 
##   [137] "ACBD7"                  "ACCS"                  
##   [139] "ACCSL"                  "ACD"                   
##   [141] "ACE"                    "ACE2"                  
##   [143] "ACER1"                  "ACER2"                 
##   [145] "ACER3"                  "ACHE"                  
##   [147] "ACIN1"                  "ACLY"                  
##   [149] "ACMSD"                  "ACO1"                  
##   [151] "ACO2"                   "ACOT1"                 
##   [153] "ACOT11"                 "ACOT12"                
##   [155] "ACOT13"                 "ACOT2"                 
##   [157] "ACOT4"                  "ACOT6"                 
##   [159] "ACOT7"                  "ACOT8"                 
##   [161] "ACOT9"                  "ACOX1"                 
##   [163] "ACOX2"                  "ACOX3"                 
##   [165] "ACOXL"                  "ACP1"                  
##   [167] "ACP2"                   "ACP5"                  
##   [169] "ACP6"                   "ACR"                   
##   [171] "ACRBP"                  "ACRV1"                 
##   [173] "ACSBG1"                 "ACSBG2"                
##   [175] "ACSF2"                  "ACSF3"                 
##   [177] "ACSL1"                  "ACSL3"                 
##   [179] "ACSL4"                  "ACSL5"                 
##   [181] "ACSL6"                  "ACSM1"                 
##   [183] "ACSM3"                  "ACSM4"                 
##   [185] "ACSM5"                  "ACSS1"                 
##   [187] "ACSS2"                  "ACSS3"                 
##   [189] "ACTA1"                  "ACTA2"                 
##   [191] "ACTB"                   "ACTBL2"                
##   [193] "ACTG1"                  "ACTG1P4"               
##   [195] "ACTG2"                  "ACTL10"                
##   [197] "ACTL6A"                 "ACTL6B"                
##   [199] "ACTL7A"                 "ACTL7B"                
##   [201] "ACTL8"                  "ACTN1"                 
##   [203] "ACTN1-AS1"              "ACTN2"                 
##   [205] "ACTN3"                  "ACTN4"                 
##   [207] "ACTR10"                 "ACTR1A"                
##   [209] "ACTR1B"                 "ACTR2"                 
##   [211] "ACTR3"                  "ACTR3B"                
##   [213] "ACTR3C"                 "ACTR5"                 
##   [215] "ACTR6"                  "ACTR8"                 
##   [217] "ACTRT3"                 "ACVR1"                 
##   [219] "ACVR1B"                 "ACVR1C"                
##   [221] "ACVR2A"                 "ACVR2B"                
##   [223] "ACVR2B-AS1"             "ACVRL1"                
##   [225] "ACY1"                   "ACY3"                  
##   [227] "ACYP1"                  "ACYP2"                 
##   [229] "ADA"                    "ADAD2"                 
##   [231] "ADAL"                   "ADAM10"                
##   [233] "ADAM11"                 "ADAM12"                
##   [235] "ADAM15"                 "ADAM17"                
##   [237] "ADAM19"                 "ADAM1A"                
##   [239] "ADAM20"                 "ADAM20P1"              
##   [241] "ADAM21"                 "ADAM21P1"              
##   [243] "ADAM22"                 "ADAM23"                
##   [245] "ADAM28"                 "ADAM29"                
##   [247] "ADAM32"                 "ADAM33"                
##   [249] "ADAM8"                  "ADAM9"                 
##   [251] "ADAMDEC1"               "ADAMTS1"               
##   [253] "ADAMTS10"               "ADAMTS12"              
##   [255] "ADAMTS13"               "ADAMTS14"              
##   [257] "ADAMTS15"               "ADAMTS16"              
##   [259] "ADAMTS17"               "ADAMTS18"              
##   [261] "ADAMTS2"                "ADAMTS3"               
##   [263] "ADAMTS4"                "ADAMTS5"               
##   [265] "ADAMTS6"                "ADAMTS7"               
##   [267] "ADAMTS8"                "ADAMTS9"               
##   [269] "ADAMTS9-AS2"            "ADAMTSL1"              
##   [271] "ADAMTSL2"               "ADAMTSL3"              
##   [273] "ADAMTSL4"               "ADAMTSL5"              
##   [275] "ADAP1"                  "ADAP2"                 
##   [277] "ADAR"                   "ADARB1"                
##   [279] "ADARB2"                 "ADAT1"                 
##   [281] "ADAT2"                  "ADAT3"                 
##   [283] "ADCK1"                  "ADCK2"                 
##   [285] "ADCK5"                  "ADCY1"                 
##   [287] "ADCY10"                 "ADCY10P1"              
##   [289] "ADCY2"                  "ADCY3"                 
##   [291] "ADCY4"                  "ADCY5"                 
##   [293] "ADCY6"                  "ADCY7"                 
##   [295] "ADCY8"                  "ADCY9"                 
##   [297] "ADCYAP1R1"              "ADD1"                  
##   [299] "ADD2"                   "ADD3"                  
##   [301] "ADGB"                   "ADH1A"                 
##   [303] "ADH1B"                  "ADH1C"                 
##   [305] "ADH4"                   "ADH5"                  
##   [307] "ADH6"                   "ADH7"                  
##   [309] "ADHFE1"                 "ADI1"                  
##   [311] "ADIPOR1"                "ADIPOR2"               
##   [313] "ADIRF"                  "ADK"                   
##   [315] "ADM"                    "ADM2"                  
##   [317] "ADM5"                   "ADNP"                  
##   [319] "ADNP2"                  "ADO"                   
##   [321] "ADORA1"                 "ADORA2A"               
##   [323] "ADORA2A-AS1"            "ADORA2B"               
##   [325] "ADORA3"                 "ADPGK"                 
##   [327] "ADPGK-AS1"              "ADPRH"                 
##   [329] "ADPRHL1"                "ADPRM"                 
##   [331] "ADRA1B"                 "ADRA1D"                
##   [333] "ADRA2A"                 "ADRA2B"                
##   [335] "ADRA2C"                 "ADRB1"                 
##   [337] "ADRB2"                  "ADRB3"                 
##   [339] "ADRM1"                  "ADSL"                  
##   [341] "ADTRP"                  "AEBP1"                 
##   [343] "AEBP2"                  "AEN"                   
##   [345] "AFAP1"                  "AFAP1-AS1"             
##   [347] "AFAP1L1"                "AFAP1L2"               
##   [349] "AFF1"                   "AFF2"                  
##   [351] "AFF3"                   "AFF4"                  
##   [353] "AFG3L1P"                "AFG3L2"                
##   [355] "AFMID"                  "AFP"                   
##   [357] "AFTPH"                  "AGA"                   
##   [359] "AGAP1"                  "AGAP11"                
##   [361] "AGAP2"                  "AGAP3"                 
##   [363] "AGAP4"                  "AGAP5"                 
##   [365] "AGAP6"                  "AGAP9"                 
##   [367] "AGBL2"                  "AGBL3"                 
##   [369] "AGBL4"                  "AGBL5"                 
##   [371] "AGER"                   "AGFG1"                 
##   [373] "AGFG2"                  "AGGF1"                 
##   [375] "AGK"                    "AGL"                   
##   [377] "AGMAT"                  "AGMO"                  
##   [379] "AGO1"                   "AGO2"                  
##   [381] "AGO3"                   "AGO4"                  
##   [383] "AGPAT1"                 "AGPAT2"                
##   [385] "AGPAT3"                 "AGPAT4"                
##   [387] "AGPAT5"                 "AGPS"                  
##   [389] "AGR2"                   "AGR3"                  
##   [391] "AGRN"                   "AGRP"                  
##   [393] "AGT"                    "AGTPBP1"               
##   [395] "AGTR1"                  "AGTRAP"                
##   [397] "AHCTF1"                 "AHCY"                  
##   [399] "AHCYL1"                 "AHCYL2"                
##   [401] "AHDC1"                  "AHI1"                  
##   [403] "AHNAK"                  "AHNAK2"                
##   [405] "AHR"                    "AHSA1"                 
##   [407] "AHSG"                   "AHSP"                  
##   [409] "AICDA"                  "AIDA"                  
##   [411] "AIF1"                   "AIF1L"                 
##   [413] "AIFM1"                  "AIFM2"                 
##   [415] "AIFM3"                  "AIG1"                  
##   [417] "AIM2"                   "AIMP1"                 
##   [419] "AIMP2"                  "AIP"                   
##   [421] "AIRE"                   "AIRN"                  
##   [423] "AJAP1"                  "AJUBA"                 
##   [425] "AK1"                    "AK2"                   
##   [427] "AK3"                    "AK4"                   
##   [429] "AK5"                    "AK7"                   
##   [431] "AK8"                    "AKAP1"                 
##   [433] "AKAP10"                 "AKAP11"                
##   [435] "AKAP12"                 "AKAP13"                
##   [437] "AKAP14"                 "AKAP17A"               
##   [439] "AKAP3"                  "AKAP5"                 
##   [441] "AKAP6"                  "AKAP7"                 
##   [443] "AKAP8"                  "AKAP8L"                
##   [445] "AKAP9"                  "AKIP1"                 
##   [447] "AKIRIN1"                "AKIRIN2"               
##   [449] "AKNA"                   "AKNAD1"                
##   [451] "AKR1A1"                 "AKR1B1"                
##   [453] "AKR1B10"                "AKR1B15"               
##   [455] "AKR1C1"                 "AKR1C2"                
##   [457] "AKR1C3"                 "AKR1C4"                
##   [459] "AKR1C6P"                "AKR1D1"                
##   [461] "AKR1E2"                 "AKR7A2"                
##   [463] "AKR7A3"                 "AKR7L"                 
##   [465] "AKT1"                   "AKT1S1"                
##   [467] "AKT2"                   "AKT3"                  
##   [469] "AKTIP"                  "ALAD"                  
##   [471] "ALAS1"                  "ALAS2"                 
##   [473] "ALB"                    "ALCAM"                 
##   [475] "ALDH16A1"               "ALDH18A1"              
##   [477] "ALDH1A1"                "ALDH1A2"               
##   [479] "ALDH1A3"                "ALDH1B1"               
##   [481] "ALDH1L1"                "ALDH1L1-AS2"           
##   [483] "ALDH1L2"                "ALDH2"                 
##   [485] "ALDH3A1"                "ALDH3A2"               
##   [487] "ALDH3B1"                "ALDH3B2"               
##   [489] "ALDH4A1"                "ALDH5A1"               
##   [491] "ALDH6A1"                "ALDH7A1"               
##   [493] "ALDH8A1"                "ALDH9A1"               
##   [495] "ALDOA"                  "ALDOB"                 
##   [497] "ALDOC"                  "ALG1"                  
##   [499] "ALG10"                  "ALG10B"                
##   [501] "ALG11"                  "ALG12"                 
##   [503] "ALG13"                  "ALG14"                 
##   [505] "ALG1L"                  "ALG1L2"                
##   [507] "ALG1L9P"                "ALG2"                  
##   [509] "ALG3"                   "ALG5"                  
##   [511] "ALG6"                   "ALG8"                  
##   [513] "ALG9"                   "ALK"                   
##   [515] "ALKBH1"                 "ALKBH2"                
##   [517] "ALKBH3"                 "ALKBH4"                
##   [519] "ALKBH5"                 "ALKBH6"                
##   [521] "ALKBH7"                 "ALKBH8"                
##   [523] "ALLC"                   "ALMS1"                 
##   [525] "ALOX12"                 "ALOX12B"               
##   [527] "ALOX12P2"               "ALOX15"                
##   [529] "ALOX15B"                "ALOX15P1"              
##   [531] "ALOX5"                  "ALOX5AP"               
##   [533] "ALOXE3"                 "ALPK1"                 
##   [535] "ALPK2"                  "ALPK3"                 
##   [537] "ALPL"                   "ALPP"                  
##   [539] "ALS2"                   "ALS2CL"                
##   [541] "ALX1"                   "ALX3"                  
##   [543] "ALX4"                   "ALYREF"                
##   [545] "AMACR"                  "AMBP"                  
##   [547] "AMBRA1"                 "AMD1"                  
##   [549] "AMDHD1"                 "AMDHD2"                
##   [551] "AMELX"                  "AMER1"                 
##   [553] "AMFR"                   "AMH"                   
##   [555] "AMHR2"                  "AMIGO1"                
##   [557] "AMIGO2"                 "AMIGO3"                
##   [559] "AMMECR1"                "AMMECR1L"              
##   [561] "AMN"                    "AMN1"                  
##   [563] "AMOT"                   "AMOTL1"                
##   [565] "AMOTL2"                 "AMPD1"                 
##   [567] "AMPD2"                  "AMPD3"                 
##   [569] "AMPH"                   "AMT"                   
##   [571] "AMTN"                   "AMY2B"                 
##   [573] "AMZ1"                   "AMZ2"                  
##   [575] "AMZ2P1"                 "ANAPC1"                
##   [577] "ANAPC10"                "ANAPC11"               
##   [579] "ANAPC13"                "ANAPC15"               
##   [581] "ANAPC16"                "ANAPC1P1"              
##   [583] "ANAPC2"                 "ANAPC4"                
##   [585] "ANAPC5"                 "ANAPC7"                
##   [587] "ANG"                    "ANGEL1"                
##   [589] "ANGEL2"                 "ANGPT1"                
##   [591] "ANGPT2"                 "ANGPT4"                
##   [593] "ANGPTL1"                "ANGPTL2"               
##   [595] "ANGPTL3"                "ANGPTL4"               
##   [597] "ANGPTL5"                "ANGPTL6"               
##   [599] "ANGPTL7"                "ANK1"                  
##   [601] "ANK2"                   "ANK3"                  
##   [603] "ANKAR"                  "ANKDD1A"               
##   [605] "ANKDD1B"                "ANKEF1"                
##   [607] "ANKFN1"                 "ANKFY1"                
##   [609] "ANKH"                   "ANKHD1"                
##   [611] "ANKHD1-EIF4EBP3"        "ANKIB1"                
##   [613] "ANKK1"                  "ANKLE1"                
##   [615] "ANKLE2"                 "ANKMY1"                
##   [617] "ANKMY2"                 "ANKRA2"                
##   [619] "ANKRD1"                 "ANKRD10"               
##   [621] "ANKRD11"                "ANKRD12"               
##   [623] "ANKRD13A"               "ANKRD13B"              
##   [625] "ANKRD13C"               "ANKRD13D"              
##   [627] "ANKRD16"                "ANKRD17"               
##   [629] "ANKRD18A"               "ANKRD18B"              
##   [631] "ANKRD19P"               "ANKRD2"                
##   [633] "ANKRD20A1"              "ANKRD20A11P"           
##   [635] "ANKRD20A19P"            "ANKRD20A5P"            
##   [637] "ANKRD20A9P"             "ANKRD22"               
##   [639] "ANKRD23"                "ANKRD24"               
##   [641] "ANKRD26"                "ANKRD26P1"             
##   [643] "ANKRD27"                "ANKRD28"               
##   [645] "ANKRD29"                "ANKRD30A"              
##   [647] "ANKRD31"                "ANKRD33B"              
##   [649] "ANKRD34A"               "ANKRD34B"              
##   [651] "ANKRD35"                "ANKRD36"               
##   [653] "ANKRD36B"               "ANKRD36BP1"            
##   [655] "ANKRD36BP2"             "ANKRD37"               
##   [657] "ANKRD39"                "ANKRD40"               
##   [659] "ANKRD42"                "ANKRD44"               
##   [661] "ANKRD45"                "ANKRD46"               
##   [663] "ANKRD49"                "ANKRD50"               
##   [665] "ANKRD52"                "ANKRD53"               
##   [667] "ANKRD54"                "ANKRD55"               
##   [669] "ANKRD6"                 "ANKRD61"               
##   [671] "ANKRD63"                "ANKRD65"               
##   [673] "ANKRD66"                "ANKRD7"                
##   [675] "ANKRD9"                 "ANKS1A"                
##   [677] "ANKS1B"                 "ANKS3"                 
##   [679] "ANKS4B"                 "ANKS6"                 
##   [681] "ANKUB1"                 "ANKZF1"                
##   [683] "ANLN"                   "ANO1"                  
##   [685] "ANO10"                  "ANO2"                  
##   [687] "ANO3"                   "ANO4"                  
##   [689] "ANO5"                   "ANO6"                  
##   [691] "ANO7"                   "ANO8"                  
##   [693] "ANO9"                   "ANP32A"                
##   [695] "ANP32AP1"               "ANP32B"                
##   [697] "ANP32C"                 "ANP32E"                
##   [699] "ANPEP"                  "ANTXR1"                
##   [701] "ANTXR2"                 "ANXA1"                 
##   [703] "ANXA10"                 "ANXA11"                
##   [705] "ANXA13"                 "ANXA2"                 
##   [707] "ANXA2P1"                "ANXA2P2"               
##   [709] "ANXA2P3"                "ANXA2R"                
##   [711] "ANXA3"                  "ANXA4"                 
##   [713] "ANXA5"                  "ANXA6"                 
##   [715] "ANXA7"                  "ANXA8"                 
##   [717] "ANXA8L1"                "ANXA9"                 
##   [719] "AOAH"                   "AOAH-IT1"              
##   [721] "AOC2"                   "AOC3"                  
##   [723] "AOX1"                   "AP1AR"                 
##   [725] "AP1B1"                  "AP1G1"                 
##   [727] "AP1G2"                  "AP1M1"                 
##   [729] "AP1M2"                  "AP1S1"                 
##   [731] "AP1S2"                  "AP1S3"                 
##   [733] "AP2A1"                  "AP2A2"                 
##   [735] "AP2B1"                  "AP2M1"                 
##   [737] "AP2S1"                  "AP3B1"                 
##   [739] "AP3B2"                  "AP3D1"                 
##   [741] "AP3M1"                  "AP3M2"                 
##   [743] "AP3S1"                  "AP3S2"                 
##   [745] "AP4B1"                  "AP4B1-AS1"             
##   [747] "AP4E1"                  "AP4M1"                 
##   [749] "AP4S1"                  "AP5B1"                 
##   [751] "AP5M1"                  "AP5S1"                 
##   [753] "AP5Z1"                  "APAF1"                 
##   [755] "APBA1"                  "APBA2"                 
##   [757] "APBA3"                  "APBB1"                 
##   [759] "APBB1IP"                "APBB2"                 
##   [761] "APBB3"                  "APC"                   
##   [763] "APC2"                   "APCDD1"                
##   [765] "APCDD1L"                "APCS"                  
##   [767] "APEH"                   "APEX1"                 
##   [769] "APEX2"                  "APH1A"                 
##   [771] "APH1B"                  "API5"                  
##   [773] "APIP"                   "APLF"                  
##   [775] "APLN"                   "APLNR"                 
##   [777] "APLP1"                  "APLP2"                 
##   [779] "APMAP"                  "APOA1"                 
##   [781] "APOA2"                  "APOB"                  
##   [783] "APOBEC1"                "APOBEC2"               
##   [785] "APOBEC3A"               "APOBEC3B"              
##   [787] "APOBEC3C"               "APOBEC3D"              
##   [789] "APOBEC3F"               "APOBEC3G"              
##   [791] "APOBEC3H"               "APOBEC4"               
##   [793] "APOBR"                  "APOC1"                 
##   [795] "APOC1P1"                "APOC2"                 
##   [797] "APOC4-APOC2"            "APOD"                  
##   [799] "APOE"                   "APOF"                  
##   [801] "APOH"                   "APOL1"                 
##   [803] "APOL2"                  "APOL3"                 
##   [805] "APOL4"                  "APOL6"                 
##   [807] "APOLD1"                 "APOM"                  
##   [809] "APOO"                   "APOOL"                 
##   [811] "APP"                    "APPBP2"                
##   [813] "APPL1"                  "APPL2"                 
##   [815] "APRT"                   "APTX"                  
##   [817] "AQP1"                   "AQP10"                 
##   [819] "AQP11"                  "AQP2"                  
##   [821] "AQP3"                   "AQP4"                  
##   [823] "AQP4-AS1"               "AQP5"                  
##   [825] "AQP6"                   "AQP7"                  
##   [827] "AQP7P1"                 "AQP8"                  
##   [829] "AQP9"                   "AQR"                   
##   [831] "AR"                     "ARAF"                  
##   [833] "ARAP1"                  "ARAP2"                 
##   [835] "ARAP3"                  "ARC"                   
##   [837] "ARCN1"                  "AREG"                  
##   [839] "ARF1"                   "ARF3"                  
##   [841] "ARF4"                   "ARF5"                  
##   [843] "ARF6"                   "ARFGAP1"               
##   [845] "ARFGAP2"                "ARFGAP3"               
##   [847] "ARFGEF1"                "ARFGEF2"               
##   [849] "ARFIP1"                 "ARFIP2"                
##   [851] "ARFRP1"                 "ARG1"                  
##   [853] "ARG2"                   "ARGFXP2"               
##   [855] "ARGLU1"                 "ARHGAP1"               
##   [857] "ARHGAP10"               "ARHGAP11A"             
##   [859] "ARHGAP11B"              "ARHGAP12"              
##   [861] "ARHGAP15"               "ARHGAP17"              
##   [863] "ARHGAP18"               "ARHGAP19"              
##   [865] "ARHGAP19-SLIT1"         "ARHGAP20"              
##   [867] "ARHGAP21"               "ARHGAP22"              
##   [869] "ARHGAP23"               "ARHGAP24"              
##   [871] "ARHGAP25"               "ARHGAP26"              
##   [873] "ARHGAP26-AS1"           "ARHGAP27"              
##   [875] "ARHGAP29"               "ARHGAP30"              
##   [877] "ARHGAP31"               "ARHGAP32"              
##   [879] "ARHGAP33"               "ARHGAP35"              
##   [881] "ARHGAP39"               "ARHGAP4"               
##   [883] "ARHGAP40"               "ARHGAP42"              
##   [885] "ARHGAP44"               "ARHGAP5"               
##   [887] "ARHGAP5-AS1"            "ARHGAP6"               
##   [889] "ARHGAP8"                "ARHGAP9"               
##   [891] "ARHGDIA"                "ARHGDIB"               
##   [893] "ARHGDIG"                "ARHGEF1"               
##   [895] "ARHGEF10"               "ARHGEF10L"             
##   [897] "ARHGEF11"               "ARHGEF12"              
##   [899] "ARHGEF16"               "ARHGEF17"              
##   [901] "ARHGEF18"               "ARHGEF19"              
##   [903] "ARHGEF2"                "ARHGEF25"              
##   [905] "ARHGEF26"               "ARHGEF26-AS1"          
##   [907] "ARHGEF28"               "ARHGEF3"               
##   [909] "ARHGEF33"               "ARHGEF35"              
##   [911] "ARHGEF37"               "ARHGEF38"              
##   [913] "ARHGEF39"               "ARHGEF4"               
##   [915] "ARHGEF40"               "ARHGEF5"               
##   [917] "ARHGEF6"                "ARHGEF7"               
##   [919] "ARHGEF9"                "ARID1A"                
##   [921] "ARID1B"                 "ARID2"                 
##   [923] "ARID3A"                 "ARID3B"                
##   [925] "ARID3C"                 "ARID4A"                
##   [927] "ARID4B"                 "ARID5A"                
##   [929] "ARID5B"                 "ARIH1"                 
##   [931] "ARIH2"                  "ARIH2OS"               
##   [933] "ARL1"                   "ARL10"                 
##   [935] "ARL11"                  "ARL13A"                
##   [937] "ARL13B"                 "ARL14"                 
##   [939] "ARL14EP"                "ARL14EPL"              
##   [941] "ARL15"                  "ARL16"                 
##   [943] "ARL17A"                 "ARL17B"                
##   [945] "ARL2"                   "ARL2-SNX15"            
##   [947] "ARL2BP"                 "ARL3"                  
##   [949] "ARL4A"                  "ARL4C"                 
##   [951] "ARL4D"                  "ARL5A"                 
##   [953] "ARL5B"                  "ARL5C"                 
##   [955] "ARL6"                   "ARL6IP1"               
##   [957] "ARL6IP4"                "ARL6IP5"               
##   [959] "ARL6IP6"                "ARL8A"                 
##   [961] "ARL8B"                  "ARL9"                  
##   [963] "ARMC1"                  "ARMC10"                
##   [965] "ARMC12"                 "ARMC2"                 
##   [967] "ARMC3"                  "ARMC4"                 
##   [969] "ARMC5"                  "ARMC6"                 
##   [971] "ARMC7"                  "ARMC8"                 
##   [973] "ARMC9"                  "ARMCX1"                
##   [975] "ARMCX2"                 "ARMCX3"                
##   [977] "ARMCX4"                 "ARMCX5"                
##   [979] "ARMCX5-GPRASP2"         "ARMCX6"                
##   [981] "ARMS2"                  "ARNT"                  
##   [983] "ARNT2"                  "ARNTL"                 
##   [985] "ARNTL2"                 "ARPC1A"                
##   [987] "ARPC1B"                 "ARPC2"                 
##   [989] "ARPC3"                  "ARPC4"                 
##   [991] "ARPC4-TTLL3"            "ARPC5"                 
##   [993] "ARPC5L"                 "ARPP19"                
##   [995] "ARPP21"                 "ARR3"                  
##   [997] "ARRB1"                  "ARRB2"                 
##   [999] "ARRDC1"                 "ARRDC2"                
##  [1001] "ARRDC3"                 "ARRDC3-AS1"            
##  [1003] "ARRDC4"                 "ARRDC5"                
##  [1005] "ARSA"                   "ARSB"                  
##  [1007] "ARSD"                   "ARSG"                  
##  [1009] "ARSH"                   "ARSI"                  
##  [1011] "ARSJ"                   "ARSK"                  
##  [1013] "ART1"                   "ART3"                  
##  [1015] "ART4"                   "ART5"                  
##  [1017] "ARTN"                   "ARV1"                  
##  [1019] "ARVCF"                  "ARX"                   
##  [1021] "AS3MT"                  "ASAH1"                 
##  [1023] "ASAH2"                  "ASAH2B"                
##  [1025] "ASAP1"                  "ASAP2"                 
##  [1027] "ASAP3"                  "ASB1"                  
##  [1029] "ASB11"                  "ASB12"                 
##  [1031] "ASB13"                  "ASB14"                 
##  [1033] "ASB15"                  "ASB16"                 
##  [1035] "ASB16-AS1"              "ASB18"                 
##  [1037] "ASB2"                   "ASB3"                  
##  [1039] "ASB4"                   "ASB6"                  
##  [1041] "ASB7"                   "ASB8"                  
##  [1043] "ASB9"                   "ASB9P1"                
##  [1045] "ASCC1"                  "ASCC2"                 
##  [1047] "ASCC3"                  "ASCL2"                 
##  [1049] "ASCL5"                  "ASF1A"                 
##  [1051] "ASF1B"                  "ASGR1"                 
##  [1053] "ASGR2"                  "ASH1L"                 
##  [1055] "ASH1L-AS1"              "ASH2L"                 
##  [1057] "ASIC1"                  "ASIC2"                 
##  [1059] "ASIC3"                  "ASIC4"                 
##  [1061] "ASIP"                   "ASL"                   
##  [1063] "ASMT"                   "ASMTL"                 
##  [1065] "ASMTL-AS1"              "ASNS"                  
##  [1067] "ASNSD1"                 "ASPA"                  
##  [1069] "ASPDH"                  "ASPG"                  
##  [1071] "ASPH"                   "ASPHD1"                
##  [1073] "ASPHD2"                 "ASPM"                  
##  [1075] "ASPN"                   "ASPRV1"                
##  [1077] "ASPSCR1"                "ASRGL1"                
##  [1079] "ASS1"                   "ASTE1"                 
##  [1081] "ASTL"                   "ASTN2"                 
##  [1083] "ASXL1"                  "ASXL2"                 
##  [1085] "ASXL3"                  "ATAD1"                 
##  [1087] "ATAD2"                  "ATAD2B"                
##  [1089] "ATAD3A"                 "ATAD3B"                
##  [1091] "ATAD3C"                 "ATAD5"                 
##  [1093] "ATAT1"                  "ATCAY"                 
##  [1095] "ATE1"                   "ATF1"                  
##  [1097] "ATF2"                   "ATF3"                  
##  [1099] "ATF4"                   "ATF5"                  
##  [1101] "ATF6"                   "ATF6B"                 
##  [1103] "ATF7"                   "ATF7IP"                
##  [1105] "ATF7IP2"                "ATG10"                 
##  [1107] "ATG12"                  "ATG13"                 
##  [1109] "ATG14"                  "ATG16L1"               
##  [1111] "ATG16L2"                "ATG2A"                 
##  [1113] "ATG2B"                  "ATG3"                  
##  [1115] "ATG4A"                  "ATG4B"                 
##  [1117] "ATG4C"                  "ATG4D"                 
##  [1119] "ATG5"                   "ATG7"                  
##  [1121] "ATG9A"                  "ATG9B"                 
##  [1123] "ATIC"                   "ATL1"                  
##  [1125] "ATL2"                   "ATL3"                  
##  [1127] "ATM"                    "ATMIN"                 
##  [1129] "ATN1"                   "ATOH7"                 
##  [1131] "ATOH8"                  "ATOX1"                 
##  [1133] "ATP10A"                 "ATP10B"                
##  [1135] "ATP10D"                 "ATP11A"                
##  [1137] "ATP11B"                 "ATP11C"                
##  [1139] "ATP12A"                 "ATP13A1"               
##  [1141] "ATP13A2"                "ATP13A3"               
##  [1143] "ATP13A4"                "ATP13A5"               
##  [1145] "ATP1A1"                 "ATP1A2"                
##  [1147] "ATP1A3"                 "ATP1A4"                
##  [1149] "ATP1B1"                 "ATP1B2"                
##  [1151] "ATP1B3"                 "ATP2A1"                
##  [1153] "ATP2A2"                 "ATP2A3"                
##  [1155] "ATP2B1"                 "ATP2B2"                
##  [1157] "ATP2B3"                 "ATP2B4"                
##  [1159] "ATP2C1"                 "ATP2C2"                
##  [1161] "ATP4A"                  "ATP6AP1"               
##  [1163] "ATP6AP1L"               "ATP6AP2"               
##  [1165] "ATP6V0A1"               "ATP6V0A2"              
##  [1167] "ATP6V0A4"               "ATP6V0B"               
##  [1169] "ATP6V0C"                "ATP6V0D1"              
##  [1171] "ATP6V0D2"               "ATP6V0E1"              
##  [1173] "ATP6V0E2"               "ATP6V0E2-AS1"          
##  [1175] "ATP6V1A"                "ATP6V1B1"              
##  [1177] "ATP6V1B2"               "ATP6V1C1"              
##  [1179] "ATP6V1C2"               "ATP6V1D"               
##  [1181] "ATP6V1E1"               "ATP6V1E2"              
##  [1183] "ATP6V1F"                "ATP6V1G1"              
##  [1185] "ATP6V1G2"               "ATP6V1H"               
##  [1187] "ATP7A"                  "ATP7B"                 
##  [1189] "ATP8A1"                 "ATP8A2"                
##  [1191] "ATP8B1"                 "ATP8B2"                
##  [1193] "ATP8B3"                 "ATP8B4"                
##  [1195] "ATP8B5P"                "ATP9A"                 
##  [1197] "ATP9B"                  "ATPAF1"                
##  [1199] "ATPAF2"                 "ATR"                   
##  [1201] "ATRAID"                 "ATRIP"                 
##  [1203] "ATRN"                   "ATRNL1"                
##  [1205] "ATRX"                   "ATXN1"                 
##  [1207] "ATXN10"                 "ATXN1L"                
##  [1209] "ATXN2"                  "ATXN2L"                
##  [1211] "ATXN3"                  "ATXN7L1"               
##  [1213] "ATXN7L2"                "ATXN7L3"               
##  [1215] "ATXN7L3B"               "AUH"                   
##  [1217] "AUNIP"                  "AUP1"                  
##  [1219] "AURKA"                  "AURKAIP1"              
##  [1221] "AURKB"                  "AURKC"                 
##  [1223] "AUTS2"                  "AVEN"                  
##  [1225] "AVIL"                   "AVL9"                  
##  [1227] "AVP"                    "AVPI1"                 
##  [1229] "AVPR1A"                 "AVPR1B"                
##  [1231] "AVPR2"                  "AWAT1"                 
##  [1233] "AWAT2"                  "AXDND1"                
##  [1235] "AXIN1"                  "AXIN2"                 
##  [1237] "AXL"                    "AZGP1"                 
##  [1239] "AZI2"                   "AZIN1"                 
##  [1241] "AZU1"                   "B2M"                   
##  [1243] "B3GALNT1"               "B3GALNT2"              
##  [1245] "B3GALT1"                "B3GALT2"               
##  [1247] "B3GALT4"                "B3GALT5"               
##  [1249] "B3GALT6"                "B3GAT1"                
##  [1251] "B3GAT2"                 "B3GAT3"                
##  [1253] "B3GNT2"                 "B3GNT3"                
##  [1255] "B3GNT4"                 "B3GNT5"                
##  [1257] "B3GNT6"                 "B3GNT7"                
##  [1259] "B3GNT8"                 "B3GNT9"                
##  [1261] "B3GNTL1"                "B4GALNT1"              
##  [1263] "B4GALNT2"               "B4GALNT3"              
##  [1265] "B4GALNT4"               "B4GALT1"               
##  [1267] "B4GALT2"                "B4GALT3"               
##  [1269] "B4GALT4"                "B4GALT5"               
##  [1271] "B4GALT6"                "B4GALT7"               
##  [1273] "B9D1"                   "B9D2"                  
##  [1275] "BAALC"                  "BAAT"                  
##  [1277] "BABAM1"                 "BACE1"                 
##  [1279] "BACE1-AS"               "BACE2"                 
##  [1281] "BACH1"                  "BACH2"                 
##  [1283] "BAD"                    "BAG1"                  
##  [1285] "BAG2"                   "BAG3"                  
##  [1287] "BAG4"                   "BAG5"                  
##  [1289] "BAG6"                   "BAHCC1"                
##  [1291] "BAHD1"                  "BAIAP2"                
##  [1293] "BAIAP2L1"               "BAIAP2L2"              
##  [1295] "BAIAP3"                 "BAK1"                  
##  [1297] "BAMBI"                  "BANF1"                 
##  [1299] "BANK1"                  "BANP"                  
##  [1301] "BAP1"                   "BARD1"                 
##  [1303] "BARHL1"                 "BARX1"                 
##  [1305] "BARX2"                  "BASP1"                 
##  [1307] "BATF"                   "BATF2"                 
##  [1309] "BATF3"                  "BAX"                   
##  [1311] "BAZ1A"                  "BAZ1B"                 
##  [1313] "BAZ2A"                  "BAZ2B"                 
##  [1315] "BBC3"                   "BBIP1"                 
##  [1317] "BBS1"                   "BBS10"                 
##  [1319] "BBS12"                  "BBS2"                  
##  [1321] "BBS4"                   "BBS5"                  
##  [1323] "BBS7"                   "BBS9"                  
##  [1325] "BBX"                    "BCAM"                  
##  [1327] "BCAN"                   "BCAP29"                
##  [1329] "BCAP31"                 "BCAR1"                 
##  [1331] "BCAR3"                  "BCAS1"                 
##  [1333] "BCAS2"                  "BCAS3"                 
##  [1335] "BCAS4"                  "BCAT1"                 
##  [1337] "BCAT2"                  "BCCIP"                 
##  [1339] "BCDIN3D"                "BCDIN3D-AS1"           
##  [1341] "BCHE"                   "BCKDHA"                
##  [1343] "BCKDHB"                 "BCKDK"                 
##  [1345] "BCL10"                  "BCL11A"                
##  [1347] "BCL11B"                 "BCL2"                  
##  [1349] "BCL2A1"                 "BCL2L1"                
##  [1351] "BCL2L10"                "BCL2L11"               
##  [1353] "BCL2L12"                "BCL2L13"               
##  [1355] "BCL2L14"                "BCL2L15"               
##  [1357] "BCL2L2"                 "BCL2L2-PABPN1"         
##  [1359] "BCL3"                   "BCL6"                  
##  [1361] "BCL6B"                  "BCL7A"                 
##  [1363] "BCL7B"                  "BCL7C"                 
##  [1365] "BCL9"                   "BCL9L"                 
##  [1367] "BCLAF1"                 "BCO2"                  
##  [1369] "BCOR"                   "BCORL1"                
##  [1371] "BCORP1"                 "BCR"                   
##  [1373] "BCRP2"                  "BCRP3"                 
##  [1375] "BCS1L"                  "BCYRN1"                
##  [1377] "BDH1"                   "BDH2"                  
##  [1379] "BDKRB1"                 "BDKRB2"                
##  [1381] "BDNF"                   "BDNF-AS"               
##  [1383] "BDP1"                   "BEAN1"                 
##  [1385] "BECN1"                  "BEGAIN"                
##  [1387] "BEND2"                  "BEND3"                 
##  [1389] "BEND3P3"                "BEND4"                 
##  [1391] "BEND5"                  "BEND6"                 
##  [1393] "BEND7"                  "BEST1"                 
##  [1395] "BEST2"                  "BEST3"                 
##  [1397] "BEST4"                  "BET1"                  
##  [1399] "BET1L"                  "BEX1"                  
##  [1401] "BEX2"                   "BEX4"                  
##  [1403] "BEX5"                   "BFAR"                  
##  [1405] "BFSP1"                  "BFSP2"                 
##  [1407] "BGLAP"                  "BGN"                   
##  [1409] "BHLHA15"                "BHLHB9"                
##  [1411] "BHLHE40"                "BHLHE40-AS1"           
##  [1413] "BHLHE41"                "BHMT"                  
##  [1415] "BHMT2"                  "BICC1"                 
##  [1417] "BICD1"                  "BICD2"                 
##  [1419] "BID"                    "BIK"                   
##  [1421] "BIN1"                   "BIN2"                  
##  [1423] "BIN3"                   "BIRC2"                 
##  [1425] "BIRC3"                  "BIRC5"                 
##  [1427] "BIRC6"                  "BIRC7"                 
##  [1429] "BIVM"                   "BLCAP"                 
##  [1431] "BLK"                    "BLM"                   
##  [1433] "BLMH"                   "BLNK"                  
##  [1435] "BLOC1S1"                "BLOC1S2"               
##  [1437] "BLOC1S3"                "BLOC1S4"               
##  [1439] "BLOC1S5"                "BLOC1S6"               
##  [1441] "BLVRA"                  "BLVRB"                 
##  [1443] "BLZF1"                  "BMF"                   
##  [1445] "BMI1"                   "BMP1"                  
##  [1447] "BMP10"                  "BMP2"                  
##  [1449] "BMP2K"                  "BMP3"                  
##  [1451] "BMP4"                   "BMP6"                  
##  [1453] "BMP7"                   "BMP8A"                 
##  [1455] "BMP8B"                  "BMPER"                 
##  [1457] "BMPR1A"                 "BMPR1B"                
##  [1459] "BMPR2"                  "BMS1"                  
##  [1461] "BMS1P1"                 "BMS1P2"                
##  [1463] "BMS1P4"                 "BMX"                   
##  [1465] "BNC1"                   "BNC2"                  
##  [1467] "BNIP1"                  "BNIP2"                 
##  [1469] "BNIP3"                  "BNIP3L"                
##  [1471] "BNIPL"                  "BOC"                   
##  [1473] "BOD1"                   "BOD1L1"                
##  [1475] "BOK"                    "BOK-AS1"               
##  [1477] "BOLA1"                  "BOLA2"                 
##  [1479] "BOLA3"                  "BOLA3-AS1"             
##  [1481] "BOLL"                   "BOP1"                  
##  [1483] "BORA"                   "BPGM"                  
##  [1485] "BPHL"                   "BPI"                   
##  [1487] "BPIFA1"                 "BPIFB1"                
##  [1489] "BPNT1"                  "BPTF"                  
##  [1491] "BRAF"                   "BRAP"                  
##  [1493] "BRAT1"                  "BRCA1"                 
##  [1495] "BRCA2"                  "BRCC3"                 
##  [1497] "BRD1"                   "BRD2"                  
##  [1499] "BRD3"                   "BRD4"                  
##  [1501] "BRD7"                   "BRD8"                  
##  [1503] "BRD9"                   "BRF1"                  
##  [1505] "BRF2"                   "BRI3"                  
##  [1507] "BRI3BP"                 "BRICD5"                
##  [1509] "BRIP1"                  "BRIX1"                 
##  [1511] "BRK1"                   "BRMS1"                 
##  [1513] "BRMS1L"                 "BROX"                  
##  [1515] "BRPF1"                  "BRPF3"                 
##  [1517] "BRSK1"                  "BRSK2"                 
##  [1519] "BRWD1"                  "BRWD1-AS1"             
##  [1521] "BRWD3"                  "BSCL2"                 
##  [1523] "BSDC1"                  "BSG"                   
##  [1525] "BSN"                    "BSND"                  
##  [1527] "BSPRY"                  "BST1"                  
##  [1529] "BST2"                   "BTAF1"                 
##  [1531] "BTBD1"                  "BTBD10"                
##  [1533] "BTBD11"                 "BTBD16"                
##  [1535] "BTBD17"                 "BTBD18"                
##  [1537] "BTBD19"                 "BTBD2"                 
##  [1539] "BTBD3"                  "BTBD6"                 
##  [1541] "BTBD7"                  "BTBD8"                 
##  [1543] "BTBD9"                  "BTC"                   
##  [1545] "BTD"                    "BTF3"                  
##  [1547] "BTF3L4"                 "BTG1"                  
##  [1549] "BTG2"                   "BTG3"                  
##  [1551] "BTG4"                   "BTK"                   
##  [1553] "BTLA"                   "BTN1A1"                
##  [1555] "BTN2A1"                 "BTN2A2"                
##  [1557] "BTN2A3P"                "BTN3A1"                
##  [1559] "BTN3A2"                 "BTN3A3"                
##  [1561] "BTNL3"                  "BTNL8"                 
##  [1563] "BTNL9"                  "BTRC"                  
##  [1565] "BUB1"                   "BUB1B"                 
##  [1567] "BUB3"                   "BUD13"                 
##  [1569] "BUD31"                  "BVES"                  
##  [1571] "BVES-AS1"               "BYSL"                  
##  [1573] "BZW1"                   "BZW2"                  
##  [1575] "C10orf105"              "C10orf55"              
##  [1577] "C10orf62"               "C10orf67"              
##  [1579] "C10orf82"               "C10orf88"              
##  [1581] "C10orf90"               "C10orf95"              
##  [1583] "C11orf1"                "C11orf16"              
##  [1585] "C11orf21"               "C11orf24"              
##  [1587] "C11orf42"               "C11orf45"              
##  [1589] "C11orf49"               "C11orf53"              
##  [1591] "C11orf54"               "C11orf58"              
##  [1593] "C11orf65"               "C11orf68"              
##  [1595] "C11orf71"               "C11orf80"              
##  [1597] "C11orf86"               "C11orf87"              
##  [1599] "C11orf88"               "C11orf91"              
##  [1601] "C11orf94"               "C11orf95"              
##  [1603] "C11orf96"               "C12orf29"              
##  [1605] "C12orf4"                "C12orf40"              
##  [1607] "C12orf42"               "C12orf43"              
##  [1609] "C12orf45"               "C12orf49"              
##  [1611] "C12orf50"               "C12orf54"              
##  [1613] "C12orf56"               "C12orf57"              
##  [1615] "C12orf60"               "C12orf65"              
##  [1617] "C12orf66"               "C12orf71"              
##  [1619] "C12orf73"               "C12orf75"              
##  [1621] "C12orf76"               "C14orf119"             
##  [1623] "C14orf132"              "C14orf178"             
##  [1625] "C14orf28"               "C14orf93"              
##  [1627] "C15orf39"               "C15orf40"              
##  [1629] "C15orf48"               "C15orf54"              
##  [1631] "C15orf56"               "C15orf61"              
##  [1633] "C15orf62"               "C16orf46"              
##  [1635] "C16orf54"               "C16orf70"              
##  [1637] "C16orf71"               "C16orf72"              
##  [1639] "C16orf74"               "C16orf86"              
##  [1641] "C16orf87"               "C16orf89"              
##  [1643] "C16orf90"               "C16orf91"              
##  [1645] "C16orf95"               "C16orf96"              
##  [1647] "C17orf100"              "C17orf107"             
##  [1649] "C17orf49"               "C17orf50"              
##  [1651] "C17orf58"               "C17orf64"              
##  [1653] "C17orf67"               "C17orf75"              
##  [1655] "C17orf77"               "C17orf80"              
##  [1657] "C17orf97"               "C17orf99"              
##  [1659] "C18orf21"               "C18orf25"              
##  [1661] "C18orf32"               "C18orf54"              
##  [1663] "C19orf12"               "C19orf18"              
##  [1665] "C19orf25"               "C19orf33"              
##  [1667] "C19orf38"               "C19orf44"              
##  [1669] "C19orf47"               "C19orf48"              
##  [1671] "C19orf53"               "C19orf54"              
##  [1673] "C19orf57"               "C19orf71"              
##  [1675] "C19orf73"               "C19orf81"              
##  [1677] "C1D"                    "C1GALT1"               
##  [1679] "C1GALT1C1"              "C1orf100"              
##  [1681] "C1orf105"               "C1orf109"              
##  [1683] "C1orf112"               "C1orf115"              
##  [1685] "C1orf116"               "C1orf122"              
##  [1687] "C1orf127"               "C1orf131"              
##  [1689] "C1orf141"               "C1orf146"              
##  [1691] "C1orf158"               "C1orf159"              
##  [1693] "C1orf162"               "C1orf174"              
##  [1695] "C1orf189"               "C1orf194"              
##  [1697] "C1orf198"               "C1orf21"               
##  [1699] "C1orf210"               "C1orf216"              
##  [1701] "C1orf220"               "C1orf226"              
##  [1703] "C1orf229"               "C1orf35"               
##  [1705] "C1orf43"                "C1orf50"               
##  [1707] "C1orf52"                "C1orf53"               
##  [1709] "C1orf54"                "C1orf56"               
##  [1711] "C1orf61"                "C1orf74"               
##  [1713] "C1orf87"                "C1QA"                  
##  [1715] "C1QB"                   "C1QBP"                 
##  [1717] "C1QC"                   "C1QL1"                 
##  [1719] "C1QL2"                  "C1QL3"                 
##  [1721] "C1QL4"                  "C1QTNF1"               
##  [1723] "C1QTNF2"                "C1QTNF3"               
##  [1725] "C1QTNF3-AMACR"          "C1QTNF4"               
##  [1727] "C1QTNF6"                "C1QTNF7"               
##  [1729] "C1QTNF9"                "C1QTNF9B"              
##  [1731] "C1R"                    "C1RL"                  
##  [1733] "C1RL-AS1"               "C1S"                   
##  [1735] "C2"                     "C20orf141"             
##  [1737] "C20orf144"              "C20orf173"             
##  [1739] "C20orf194"              "C20orf197"             
##  [1741] "C20orf202"              "C20orf203"             
##  [1743] "C20orf27"               "C20orf85"              
##  [1745] "C20orf96"               "C21orf58"              
##  [1747] "C21orf91"               "C21orf91-OT1"          
##  [1749] "C22orf15"               "C22orf23"              
##  [1751] "C22orf24"               "C22orf34"              
##  [1753] "C22orf39"               "C22orf42"              
##  [1755] "C22orf46"               "C2CD2"                 
##  [1757] "C2CD2L"                 "C2CD3"                 
##  [1759] "C2CD4A"                 "C2CD4B"                
##  [1761] "C2CD4C"                 "C2CD4D"                
##  [1763] "C2CD5"                  "C2orf15"               
##  [1765] "C2orf16"                "C2orf27A"              
##  [1767] "C2orf42"                "C2orf49"               
##  [1769] "C2orf50"                "C2orf66"               
##  [1771] "C2orf68"                "C2orf69"               
##  [1773] "C2orf72"                "C2orf73"               
##  [1775] "C2orf74"                "C2orf76"               
##  [1777] "C2orf81"                "C2orf88"               
##  [1779] "C2orf91"                "C3"                    
##  [1781] "C3AR1"                  "C3orf14"               
##  [1783] "C3orf18"                "C3orf20"               
##  [1785] "C3orf22"                "C3orf33"               
##  [1787] "C3orf35"                "C3orf38"               
##  [1789] "C3orf49"                "C3orf52"               
##  [1791] "C3orf62"                "C3orf70"               
##  [1793] "C3orf80"                "C3P1"                  
##  [1795] "C4A"                    "C4B"                   
##  [1797] "C4BPA"                  "C4BPB"                 
##  [1799] "C4orf19"                "C4orf3"                
##  [1801] "C4orf33"                "C4orf36"               
##  [1803] "C4orf45"                "C4orf46"               
##  [1805] "C4orf47"                "C4orf48"               
##  [1807] "C5"                     "C5AR1"                 
##  [1809] "C5AR2"                  "C5orf15"               
##  [1811] "C5orf22"                "C5orf24"               
##  [1813] "C5orf34"                "C5orf38"               
##  [1815] "C5orf46"                "C5orf47"               
##  [1817] "C5orf49"                "C5orf51"               
##  [1819] "C5orf58"                "C5orf63"               
##  [1821] "C5orf64"                "C6"                    
##  [1823] "C6orf118"               "C6orf120"              
##  [1825] "C6orf132"               "C6orf136"              
##  [1827] "C6orf141"               "C6orf15"               
##  [1829] "C6orf163"               "C6orf201"              
##  [1831] "C6orf223"               "C6orf226"              
##  [1833] "C6orf47"                "C6orf52"               
##  [1835] "C6orf58"                "C6orf62"               
##  [1837] "C6orf89"                "C6orf99"               
##  [1839] "C7"                     "C7orf25"               
##  [1841] "C7orf26"                "C7orf31"               
##  [1843] "C7orf50"                "C7orf57"               
##  [1845] "C7orf61"                "C7orf65"               
##  [1847] "C7orf69"                "C8A"                   
##  [1849] "C8B"                    "C8G"                   
##  [1851] "C8orf31"                "C8orf33"               
##  [1853] "C8orf34"                "C8orf37"               
##  [1855] "C8orf48"                "C8orf58"               
##  [1857] "C8orf76"                "C8orf82"               
##  [1859] "C9"                     "C9orf106"              
##  [1861] "C9orf116"               "C9orf129"              
##  [1863] "C9orf131"               "C9orf135"              
##  [1865] "C9orf139"               "C9orf152"              
##  [1867] "C9orf153"               "C9orf16"               
##  [1869] "C9orf163"               "C9orf24"               
##  [1871] "C9orf40"                "C9orf43"               
##  [1873] "C9orf50"                "C9orf57"               
##  [1875] "C9orf64"                "C9orf72"               
##  [1877] "C9orf78"                "C9orf85"               
##  [1879] "C9orf92"                "CA1"                   
##  [1881] "CA11"                   "CA12"                  
##  [1883] "CA13"                   "CA14"                  
##  [1885] "CA2"                    "CA3"                   
##  [1887] "CA4"                    "CA5B"                  
##  [1889] "CA5BP1"                 "CA6"                   
##  [1891] "CA7"                    "CA8"                   
##  [1893] "CA9"                    "CAAP1"                 
##  [1895] "CAB39"                  "CAB39L"                
##  [1897] "CABIN1"                 "CABLES1"               
##  [1899] "CABLES2"                "CABP1"                 
##  [1901] "CABP4"                  "CABP5"                 
##  [1903] "CABP7"                  "CABYR"                 
##  [1905] "CACFD1"                 "CACHD1"                
##  [1907] "CACNA1A"                "CACNA1B"               
##  [1909] "CACNA1C"                "CACNA1C-AS1"           
##  [1911] "CACNA1D"                "CACNA1E"               
##  [1913] "CACNA1F"                "CACNA1G"               
##  [1915] "CACNA1G-AS1"            "CACNA1H"               
##  [1917] "CACNA1I"                "CACNA1S"               
##  [1919] "CACNA2D1"               "CACNA2D2"              
##  [1921] "CACNA2D3"               "CACNA2D4"              
##  [1923] "CACNB1"                 "CACNB2"                
##  [1925] "CACNB3"                 "CACNB4"                
##  [1927] "CACNG1"                 "CACNG4"                
##  [1929] "CACNG6"                 "CACNG7"                
##  [1931] "CACNG8"                 "CACTIN"                
##  [1933] "CACTIN-AS1"             "CACUL1"                
##  [1935] "CACYBP"                 "CAD"                   
##  [1937] "CADM1"                  "CADM2"                 
##  [1939] "CADM3"                  "CADM4"                 
##  [1941] "CADPS"                  "CADPS2"                
##  [1943] "CAGE1"                  "CAHM"                  
##  [1945] "CALB1"                  "CALB2"                 
##  [1947] "CALCA"                  "CALCB"                 
##  [1949] "CALCOCO1"               "CALCOCO2"              
##  [1951] "CALCR"                  "CALCRL"                
##  [1953] "CALD1"                  "CALHM1"                
##  [1955] "CALHM2"                 "CALHM3"                
##  [1957] "CALM1"                  "CALM2"                 
##  [1959] "CALM3"                  "CALML4"                
##  [1961] "CALML6"                 "CALN1"                 
##  [1963] "CALR"                   "CALR3"                 
##  [1965] "CALU"                   "CALY"                  
##  [1967] "CAMK1"                  "CAMK1D"                
##  [1969] "CAMK1G"                 "CAMK2A"                
##  [1971] "CAMK2B"                 "CAMK2D"                
##  [1973] "CAMK2G"                 "CAMK2N1"               
##  [1975] "CAMK2N2"                "CAMK4"                 
##  [1977] "CAMKK1"                 "CAMKK2"                
##  [1979] "CAMKMT"                 "CAMKV"                 
##  [1981] "CAMLG"                  "CAMP"                  
##  [1983] "CAMSAP1"                "CAMSAP2"               
##  [1985] "CAMSAP3"                "CAMTA1"                
##  [1987] "CAMTA2"                 "CAND1"                 
##  [1989] "CAND2"                  "CANT1"                 
##  [1991] "CANX"                   "CAP1"                  
##  [1993] "CAP2"                   "CAPG"                  
##  [1995] "CAPN1"                  "CAPN10"                
##  [1997] "CAPN11"                 "CAPN12"                
##  [1999] "CAPN13"                 "CAPN14"                
##  [2001] "CAPN2"                  "CAPN3"                 
##  [2003] "CAPN5"                  "CAPN6"                 
##  [2005] "CAPN7"                  "CAPN8"                 
##  [2007] "CAPN9"                  "CAPNS1"                
##  [2009] "CAPNS2"                 "CAPRIN1"               
##  [2011] "CAPRIN2"                "CAPS"                  
##  [2013] "CAPS2"                  "CAPSL"                 
##  [2015] "CAPZA1"                 "CAPZA2"                
##  [2017] "CAPZB"                  "CARD10"                
##  [2019] "CARD11"                 "CARD14"                
##  [2021] "CARD16"                 "CARD17"                
##  [2023] "CARD6"                  "CARD8"                 
##  [2025] "CARD9"                  "CARHSP1"               
##  [2027] "CARM1"                  "CARNS1"                
##  [2029] "CARS2"                  "CASC1"                 
##  [2031] "CASC2"                  "CASC3"                 
##  [2033] "CASD1"                  "CASK"                  
##  [2035] "CASKIN1"                "CASKIN2"               
##  [2037] "CASP1"                  "CASP10"                
##  [2039] "CASP12"                 "CASP2"                 
##  [2041] "CASP3"                  "CASP4"                 
##  [2043] "CASP5"                  "CASP6"                 
##  [2045] "CASP7"                  "CASP8"                 
##  [2047] "CASP8AP2"               "CASP9"                 
##  [2049] "CASQ1"                  "CASR"                  
##  [2051] "CASS4"                  "CAST"                  
##  [2053] "CASZ1"                  "CAT"                   
##  [2055] "CATSPER1"               "CATSPER2"              
##  [2057] "CATSPER2P1"             "CATSPER3"              
##  [2059] "CATSPERB"               "CATSPERD"              
##  [2061] "CATSPERG"               "CAV1"                  
##  [2063] "CAV2"                   "CAV3"                  
##  [2065] "CBFA2T2"                "CBFA2T3"               
##  [2067] "CBFB"                   "CBL"                   
##  [2069] "CBLB"                   "CBLC"                  
##  [2071] "CBLL1"                  "CBLN1"                 
##  [2073] "CBLN2"                  "CBLN3"                 
##  [2075] "CBR1"                   "CBR3"                  
##  [2077] "CBR3-AS1"               "CBR4"                  
##  [2079] "CBS"                    "CBWD1"                 
##  [2081] "CBWD2"                  "CBWD3"                 
##  [2083] "CBWD5"                  "CBWD6"                 
##  [2085] "CBX1"                   "CBX2"                  
##  [2087] "CBX3"                   "CBX4"                  
##  [2089] "CBX5"                   "CBX6"                  
##  [2091] "CBX7"                   "CBX8"                  
##  [2093] "CBY1"                   "CC2D1A"                
##  [2095] "CC2D1B"                 "CC2D2A"                
##  [2097] "CC2D2B"                 "CCAR1"                 
##  [2099] "CCBE1"                  "CCDC102A"              
##  [2101] "CCDC102B"               "CCDC103"               
##  [2103] "CCDC106"                "CCDC107"               
##  [2105] "CCDC110"                "CCDC112"               
##  [2107] "CCDC113"                "CCDC114"               
##  [2109] "CCDC115"                "CCDC116"               
##  [2111] "CCDC117"                "CCDC12"                
##  [2113] "CCDC120"                "CCDC121"               
##  [2115] "CCDC122"                "CCDC124"               
##  [2117] "CCDC125"                "CCDC126"               
##  [2119] "CCDC127"                "CCDC13"                
##  [2121] "CCDC13-AS1"             "CCDC130"               
##  [2123] "CCDC134"                "CCDC136"               
##  [2125] "CCDC137"                "CCDC138"               
##  [2127] "CCDC14"                 "CCDC141"               
##  [2129] "CCDC142"                "CCDC144A"              
##  [2131] "CCDC144B"               "CCDC144NL"             
##  [2133] "CCDC146"                "CCDC148"               
##  [2135] "CCDC149"                "CCDC15"                
##  [2137] "CCDC150"                "CCDC151"               
##  [2139] "CCDC152"                "CCDC153"               
##  [2141] "CCDC154"                "CCDC157"               
##  [2143] "CCDC158"                "CCDC159"               
##  [2145] "CCDC160"                "CCDC162P"              
##  [2147] "CCDC167"                "CCDC168"               
##  [2149] "CCDC169"                "CCDC17"                
##  [2151] "CCDC170"                "CCDC171"               
##  [2153] "CCDC173"                "CCDC174"               
##  [2155] "CCDC175"                "CCDC178"               
##  [2157] "CCDC18"                 "CCDC22"                
##  [2159] "CCDC24"                 "CCDC25"                
##  [2161] "CCDC27"                 "CCDC28A"               
##  [2163] "CCDC28B"                "CCDC3"                 
##  [2165] "CCDC30"                 "CCDC33"                
##  [2167] "CCDC34"                 "CCDC38"                
##  [2169] "CCDC40"                 "CCDC42"                
##  [2171] "CCDC43"                 "CCDC47"                
##  [2173] "CCDC50"                 "CCDC51"                
##  [2175] "CCDC57"                 "CCDC58"                
##  [2177] "CCDC59"                 "CCDC6"                 
##  [2179] "CCDC60"                 "CCDC61"                
##  [2181] "CCDC62"                 "CCDC63"                
##  [2183] "CCDC65"                 "CCDC66"                
##  [2185] "CCDC68"                 "CCDC69"                
##  [2187] "CCDC7"                  "CCDC71"                
##  [2189] "CCDC71L"                "CCDC73"                
##  [2191] "CCDC74A"                "CCDC74B"               
##  [2193] "CCDC77"                 "CCDC78"                
##  [2195] "CCDC8"                  "CCDC80"                
##  [2197] "CCDC81"                 "CCDC82"                
##  [2199] "CCDC83"                 "CCDC84"                
##  [2201] "CCDC85A"                "CCDC85B"               
##  [2203] "CCDC85C"                "CCDC86"                
##  [2205] "CCDC87"                 "CCDC88A"               
##  [2207] "CCDC88B"                "CCDC88C"               
##  [2209] "CCDC89"                 "CCDC9"                 
##  [2211] "CCDC90B"                "CCDC91"                
##  [2213] "CCDC92"                 "CCDC93"                
##  [2215] "CCDC96"                 "CCDC97"                
##  [2217] "CCHCR1"                 "CCIN"                  
##  [2219] "CCK"                    "CCKBR"                 
##  [2221] "CCL13"                  "CCL17"                 
##  [2223] "CCL18"                  "CCL19"                 
##  [2225] "CCL2"                   "CCL20"                 
##  [2227] "CCL22"                  "CCL23"                 
##  [2229] "CCL24"                  "CCL25"                 
##  [2231] "CCL26"                  "CCL27"                 
##  [2233] "CCL28"                  "CCL3"                  
##  [2235] "CCL3L1"                 "CCL4"                  
##  [2237] "CCL4L2"                 "CCL5"                  
##  [2239] "CCL7"                   "CCL8"                  
##  [2241] "CCM2"                   "CCM2L"                 
##  [2243] "CCNA1"                  "CCNA2"                 
##  [2245] "CCNB1"                  "CCNB1IP1"              
##  [2247] "CCNB2"                  "CCNB3"                 
##  [2249] "CCNC"                   "CCND1"                 
##  [2251] "CCND2"                  "CCND3"                 
##  [2253] "CCNDBP1"                "CCNE1"                 
##  [2255] "CCNE2"                  "CCNF"                  
##  [2257] "CCNG1"                  "CCNG2"                 
##  [2259] "CCNH"                   "CCNI"                  
##  [2261] "CCNI2"                  "CCNJ"                  
##  [2263] "CCNJL"                  "CCNK"                  
##  [2265] "CCNL1"                  "CCNL2"                 
##  [2267] "CCNO"                   "CCNT1"                 
##  [2269] "CCNT2"                  "CCNY"                  
##  [2271] "CCNYL1"                 "CCP110"                
##  [2273] "CCPG1"                  "CCR1"                  
##  [2275] "CCR10"                  "CCR2"                  
##  [2277] "CCR3"                   "CCR4"                  
##  [2279] "CCR5"                   "CCR6"                  
##  [2281] "CCR7"                   "CCR8"                  
##  [2283] "CCR9"                   "CCRL2"                 
##  [2285] "CCS"                    "CCSAP"                 
##  [2287] "CCSER1"                 "CCSER2"                
##  [2289] "CCT2"                   "CCT3"                  
##  [2291] "CCT4"                   "CCT5"                  
##  [2293] "CCT6A"                  "CCT6B"                 
##  [2295] "CCT6P1"                 "CCT6P3"                
##  [2297] "CCT7"                   "CCT8"                  
##  [2299] "CCZ1"                   "CCZ1B"                 
##  [2301] "CD101"                  "CD109"                 
##  [2303] "CD14"                   "CD151"                 
##  [2305] "CD160"                  "CD163"                 
##  [2307] "CD163L1"                "CD164"                 
##  [2309] "CD164L2"                "CD177"                 
##  [2311] "CD180"                  "CD19"                  
##  [2313] "CD1A"                   "CD1B"                  
##  [2315] "CD1C"                   "CD1D"                  
##  [2317] "CD1E"                   "CD2"                   
##  [2319] "CD200"                  "CD200R1"               
##  [2321] "CD200R1L"               "CD207"                 
##  [2323] "CD209"                  "CD22"                  
##  [2325] "CD226"                  "CD24"                  
##  [2327] "CD244"                  "CD247"                 
##  [2329] "CD248"                  "CD27"                  
##  [2331] "CD27-AS1"               "CD274"                 
##  [2333] "CD276"                  "CD28"                  
##  [2335] "CD2AP"                  "CD2BP2"                
##  [2337] "CD300A"                 "CD300C"                
##  [2339] "CD300E"                 "CD300LB"               
##  [2341] "CD300LD"                "CD300LF"               
##  [2343] "CD300LG"                "CD302"                 
##  [2345] "CD320"                  "CD33"                  
##  [2347] "CD34"                   "CD36"                  
##  [2349] "CD37"                   "CD38"                  
##  [2351] "CD3D"                   "CD3E"                  
##  [2353] "CD3G"                   "CD4"                   
##  [2355] "CD40"                   "CD40LG"                
##  [2357] "CD44"                   "CD46"                  
##  [2359] "CD47"                   "CD48"                  
##  [2361] "CD5"                    "CD52"                  
##  [2363] "CD53"                   "CD55"                  
##  [2365] "CD58"                   "CD59"                  
##  [2367] "CD5L"                   "CD6"                   
##  [2369] "CD63"                   "CD68"                  
##  [2371] "CD69"                   "CD7"                   
##  [2373] "CD70"                   "CD72"                  
##  [2375] "CD74"                   "CD79A"                 
##  [2377] "CD79B"                  "CD80"                  
##  [2379] "CD81"                   "CD82"                  
##  [2381] "CD83"                   "CD84"                  
##  [2383] "CD86"                   "CD8A"                  
##  [2385] "CD8B"                   "CD9"                   
##  [2387] "CD93"                   "CD96"                  
##  [2389] "CD99"                   "CD99L2"                
##  [2391] "CD99P1"                 "CDA"                   
##  [2393] "CDADC1"                 "CDAN1"                 
##  [2395] "CDC123"                 "CDC14A"                
##  [2397] "CDC14B"                 "CDC16"                 
##  [2399] "CDC20"                  "CDC20B"                
##  [2401] "CDC23"                  "CDC25A"                
##  [2403] "CDC25B"                 "CDC25C"                
##  [2405] "CDC26"                  "CDC27"                 
##  [2407] "CDC34"                  "CDC37"                 
##  [2409] "CDC37L1"                "CDC40"                 
##  [2411] "CDC42"                  "CDC42BPA"              
##  [2413] "CDC42BPB"               "CDC42BPG"              
##  [2415] "CDC42EP1"               "CDC42EP2"              
##  [2417] "CDC42EP3"               "CDC42EP4"              
##  [2419] "CDC42EP5"               "CDC42SE1"              
##  [2421] "CDC42SE2"               "CDC45"                 
##  [2423] "CDC5L"                  "CDC6"                  
##  [2425] "CDC7"                   "CDC73"                 
##  [2427] "CDCA2"                  "CDCA3"                 
##  [2429] "CDCA4"                  "CDCA5"                 
##  [2431] "CDCA7"                  "CDCA7L"                
##  [2433] "CDCA8"                  "CDCP1"                 
##  [2435] "CDH1"                   "CDH10"                 
##  [2437] "CDH11"                  "CDH12"                 
##  [2439] "CDH13"                  "CDH15"                 
##  [2441] "CDH16"                  "CDH17"                 
##  [2443] "CDH19"                  "CDH2"                  
##  [2445] "CDH20"                  "CDH22"                 
##  [2447] "CDH23"                  "CDH24"                 
##  [2449] "CDH26"                  "CDH3"                  
##  [2451] "CDH4"                   "CDH5"                  
##  [2453] "CDH6"                   "CDH7"                  
##  [2455] "CDH8"                   "CDHR1"                 
##  [2457] "CDHR2"                  "CDHR3"                 
##  [2459] "CDHR4"                  "CDHR5"                 
##  [2461] "CDIP1"                  "CDIPT"                 
##  [2463] "CDK1"                   "CDK10"                 
##  [2465] "CDK11A"                 "CDK11B"                
##  [2467] "CDK12"                  "CDK13"                 
##  [2469] "CDK14"                  "CDK15"                 
##  [2471] "CDK16"                  "CDK17"                 
##  [2473] "CDK18"                  "CDK19"                 
##  [2475] "CDK2"                   "CDK20"                 
##  [2477] "CDK2AP1"                "CDK2AP2"               
##  [2479] "CDK3"                   "CDK4"                  
##  [2481] "CDK5"                   "CDK5R1"                
##  [2483] "CDK5R2"                 "CDK5RAP1"              
##  [2485] "CDK5RAP2"               "CDK5RAP3"              
##  [2487] "CDK6"                   "CDK7"                  
##  [2489] "CDK8"                   "CDK9"                  
##  [2491] "CDKAL1"                 "CDKL1"                 
##  [2493] "CDKL2"                  "CDKL3"                 
##  [2495] "CDKL4"                  "CDKL5"                 
##  [2497] "CDKN1A"                 "CDKN1B"                
##  [2499] "CDKN1C"                 "CDKN2A"                
##  [2501] "CDKN2AIP"               "CDKN2AIPNL"            
##  [2503] "CDKN2B"                 "CDKN2B-AS1"            
##  [2505] "CDKN2C"                 "CDKN2D"                
##  [2507] "CDKN3"                  "CDNF"                  
##  [2509] "CDO1"                   "CDON"                  
##  [2511] "CDPF1"                  "CDR2"                  
##  [2513] "CDR2L"                  "CDRT1"                 
##  [2515] "CDRT15"                 "CDRT15P1"              
##  [2517] "CDRT4"                  "CDS1"                  
##  [2519] "CDS2"                   "CDSN"                  
##  [2521] "CDT1"                   "CDV3"                  
##  [2523] "CDX2"                   "CDYL"                  
##  [2525] "CDYL2"                  "CEACAM1"               
##  [2527] "CEACAM16"               "CEACAM19"              
##  [2529] "CEACAM20"               "CEACAM21"              
##  [2531] "CEACAM22P"              "CEACAM3"               
##  [2533] "CEACAM4"                "CEACAM5"               
##  [2535] "CEACAM6"                "CEACAM7"               
##  [2537] "CEACAM8"                "CEBPA"                 
##  [2539] "CEBPB"                  "CEBPD"                 
##  [2541] "CEBPE"                  "CEBPG"                 
##  [2543] "CEBPZ"                  "CECR2"                 
##  [2545] "CECR7"                  "CEL"                   
##  [2547] "CELA1"                  "CELA2A"                
##  [2549] "CELA2B"                 "CELF1"                 
##  [2551] "CELF2"                  "CELF3"                 
##  [2553] "CELF4"                  "CELF5"                 
##  [2555] "CELF6"                  "CELSR1"                
##  [2557] "CELSR2"                 "CELSR3"                
##  [2559] "CEMP1"                  "CEND1"                 
##  [2561] "CENPA"                  "CENPB"                 
##  [2563] "CENPBD1"                "CENPE"                 
##  [2565] "CENPF"                  "CENPH"                 
##  [2567] "CENPI"                  "CENPJ"                 
##  [2569] "CENPK"                  "CENPL"                 
##  [2571] "CENPM"                  "CENPN"                 
##  [2573] "CENPO"                  "CENPP"                 
##  [2575] "CENPQ"                  "CENPT"                 
##  [2577] "CENPV"                  "CENPW"                 
##  [2579] "CEP104"                 "CEP112"                
##  [2581] "CEP120"                 "CEP128"                
##  [2583] "CEP135"                 "CEP152"                
##  [2585] "CEP164"                 "CEP170"                
##  [2587] "CEP170B"                "CEP170P1"              
##  [2589] "CEP19"                  "CEP192"                
##  [2591] "CEP250"                 "CEP290"                
##  [2593] "CEP350"                 "CEP41"                 
##  [2595] "CEP44"                  "CEP55"                 
##  [2597] "CEP57"                  "CEP57L1"               
##  [2599] "CEP63"                  "CEP68"                 
##  [2601] "CEP70"                  "CEP72"                 
##  [2603] "CEP76"                  "CEP78"                 
##  [2605] "CEP85"                  "CEP85L"                
##  [2607] "CEP89"                  "CEP95"                 
##  [2609] "CEP97"                  "CEPT1"                 
##  [2611] "CERCAM"                 "CERK"                  
##  [2613] "CERKL"                  "CERS1"                 
##  [2615] "CERS2"                  "CERS3"                 
##  [2617] "CERS4"                  "CERS5"                 
##  [2619] "CERS6"                  "CERS6-AS1"             
##  [2621] "CES1"                   "CES1P1"                
##  [2623] "CES1P2"                 "CES2"                  
##  [2625] "CES3"                   "CES4A"                 
##  [2627] "CES5AP1"                "CETN2"                 
##  [2629] "CETN3"                  "CETN4P"                
##  [2631] "CETP"                   "CFB"                   
##  [2633] "CFD"                    "CFDP1"                 
##  [2635] "CFH"                    "CFHR1"                 
##  [2637] "CFHR3"                  "CFI"                   
##  [2639] "CFL1"                   "CFL1P1"                
##  [2641] "CFL2"                   "CFLAR"                 
##  [2643] "CFLAR-AS1"              "CFP"                   
##  [2645] "CFTR"                   "CGB1"                  
##  [2647] "CGB2"                   "CGB5"                  
##  [2649] "CGB7"                   "CGB8"                  
##  [2651] "CGGBP1"                 "CGN"                   
##  [2653] "CGNL1"                  "CGREF1"                
##  [2655] "CGRRF1"                 "CH25H"                 
##  [2657] "CHAC1"                  "CHAC2"                 
##  [2659] "CHAD"                   "CHADL"                 
##  [2661] "CHAF1A"                 "CHAF1B"                
##  [2663] "CHAMP1"                 "CHCHD1"                
##  [2665] "CHCHD10"                "CHCHD2"                
##  [2667] "CHCHD3"                 "CHCHD4"                
##  [2669] "CHCHD5"                 "CHCHD6"                
##  [2671] "CHCHD7"                 "CHD1"                  
##  [2673] "CHD1L"                  "CHD2"                  
##  [2675] "CHD3"                   "CHD4"                  
##  [2677] "CHD5"                   "CHD6"                  
##  [2679] "CHD7"                   "CHD8"                  
##  [2681] "CHD9"                   "CHDH"                  
##  [2683] "CHEK1"                  "CHEK2"                 
##  [2685] "CHERP"                  "CHFR"                  
##  [2687] "CHGA"                   "CHGB"                  
##  [2689] "CHI3L1"                 "CHI3L2"                
##  [2691] "CHIAP2"                 "CHIC1"                 
##  [2693] "CHIC2"                  "CHID1"                 
##  [2695] "CHIT1"                  "CHKA"                  
##  [2697] "CHKB"                   "CHKB-CPT1B"            
##  [2699] "CHL1"                   "CHM"                   
##  [2701] "CHML"                   "CHMP1A"                
##  [2703] "CHMP1B"                 "CHMP2A"                
##  [2705] "CHMP2B"                 "CHMP3"                 
##  [2707] "CHMP4A"                 "CHMP4B"                
##  [2709] "CHMP4C"                 "CHMP5"                 
##  [2711] "CHMP6"                  "CHMP7"                 
##  [2713] "CHN1"                   "CHN2"                  
##  [2715] "CHODL"                  "CHORDC1"               
##  [2717] "CHP1"                   "CHP2"                  
##  [2719] "CHPF"                   "CHPF2"                 
##  [2721] "CHPT1"                  "CHRAC1"                
##  [2723] "CHRD"                   "CHRDL2"                
##  [2725] "CHRFAM7A"               "CHRM1"                 
##  [2727] "CHRM3"                  "CHRM4"                 
##  [2729] "CHRM5"                  "CHRNA1"                
##  [2731] "CHRNA10"                "CHRNA2"                
##  [2733] "CHRNA3"                 "CHRNA4"                
##  [2735] "CHRNA5"                 "CHRNA6"                
##  [2737] "CHRNA7"                 "CHRNA9"                
##  [2739] "CHRNB1"                 "CHRNB2"                
##  [2741] "CHRNB4"                 "CHRND"                 
##  [2743] "CHRNE"                  "CHRNG"                 
##  [2745] "CHST1"                  "CHST10"                
##  [2747] "CHST11"                 "CHST12"                
##  [2749] "CHST13"                 "CHST14"                
##  [2751] "CHST15"                 "CHST2"                 
##  [2753] "CHST3"                  "CHST4"                 
##  [2755] "CHST5"                  "CHST6"                 
##  [2757] "CHST7"                  "CHST8"                 
##  [2759] "CHST9"                  "CHSY1"                 
##  [2761] "CHSY3"                  "CHTF18"                
##  [2763] "CHTF8"                  "CHTOP"                 
##  [2765] "CHUK"                   "CHURC1"                
##  [2767] "CIAO1"                  "CIAPIN1"               
##  [2769] "CIB1"                   "CIB2"                  
##  [2771] "CIB3"                   "CIB4"                  
##  [2773] "CIC"                    "CIDEB"                 
##  [2775] "CIDEC"                  "CIITA"                 
##  [2777] "CILP"                   "CILP2"                 
##  [2779] "CINP"                   "CIR1"                  
##  [2781] "CIRBP"                  "CIRBP-AS1"             
##  [2783] "CISD1"                  "CISD2"                 
##  [2785] "CISD3"                  "CISH"                  
##  [2787] "CIT"                    "CITED1"                
##  [2789] "CITED2"                 "CITED4"                
##  [2791] "CIZ1"                   "CKAP2"                 
##  [2793] "CKAP2L"                 "CKAP4"                 
##  [2795] "CKAP5"                  "CKB"                   
##  [2797] "CKLF"                   "CKLF-CMTM1"            
##  [2799] "CKM"                    "CKMT1A"                
##  [2801] "CKMT1B"                 "CKMT2"                 
##  [2803] "CKS1B"                  "CKS2"                  
##  [2805] "CLASP1"                 "CLASP2"                
##  [2807] "CLASRP"                 "CLC"                   
##  [2809] "CLCA2"                  "CLCA3P"                
##  [2811] "CLCA4"                  "CLCC1"                 
##  [2813] "CLCF1"                  "CLCN1"                 
##  [2815] "CLCN2"                  "CLCN3"                 
##  [2817] "CLCN4"                  "CLCN5"                 
##  [2819] "CLCN6"                  "CLCN7"                 
##  [2821] "CLCNKA"                 "CLCNKB"                
##  [2823] "CLDN1"                  "CLDN10"                
##  [2825] "CLDN10-AS1"             "CLDN11"                
##  [2827] "CLDN12"                 "CLDN14"                
##  [2829] "CLDN15"                 "CLDN16"                
##  [2831] "CLDN18"                 "CLDN19"                
##  [2833] "CLDN2"                  "CLDN20"                
##  [2835] "CLDN23"                 "CLDN24"                
##  [2837] "CLDN3"                  "CLDN4"                 
##  [2839] "CLDN5"                  "CLDN6"                 
##  [2841] "CLDN7"                  "CLDN8"                 
##  [2843] "CLDN9"                  "CLDND1"                
##  [2845] "CLDND2"                 "CLEC10A"               
##  [2847] "CLEC11A"                "CLEC12A"               
##  [2849] "CLEC12B"                "CLEC16A"               
##  [2851] "CLEC17A"                "CLEC18A"               
##  [2853] "CLEC18B"                "CLEC18C"               
##  [2855] "CLEC19A"                "CLEC1A"                
##  [2857] "CLEC1B"                 "CLEC2B"                
##  [2859] "CLEC2D"                 "CLEC2L"                
##  [2861] "CLEC3B"                 "CLEC4A"                
##  [2863] "CLEC4C"                 "CLEC4D"                
##  [2865] "CLEC4E"                 "CLEC4F"                
##  [2867] "CLEC4G"                 "CLEC5A"                
##  [2869] "CLEC6A"                 "CLEC7A"                
##  [2871] "CLEC9A"                 "CLECL1"                
##  [2873] "CLGN"                   "CLHC1"                 
##  [2875] "CLIC1"                  "CLIC2"                 
##  [2877] "CLIC3"                  "CLIC4"                 
##  [2879] "CLIC5"                  "CLIC6"                 
##  [2881] "CLINT1"                 "CLIP1"                 
##  [2883] "CLIP2"                  "CLIP3"                 
##  [2885] "CLIP4"                  "CLK1"                  
##  [2887] "CLK2"                   "CLK3"                  
##  [2889] "CLK4"                   "CLLU1"                 
##  [2891] "CLMN"                   "CLMP"                  
##  [2893] "CLN3"                   "CLN5"                  
##  [2895] "CLN6"                   "CLN8"                  
##  [2897] "CLNK"                   "CLNS1A"                
##  [2899] "CLOCK"                  "CLP1"                  
##  [2901] "CLPB"                   "CLPP"                  
##  [2903] "CLPSL2"                 "CLPTM1"                
##  [2905] "CLPTM1L"                "CLPX"                  
##  [2907] "CLRN1"                  "CLRN1-AS1"             
##  [2909] "CLRN3"                  "CLSPN"                 
##  [2911] "CLSTN1"                 "CLSTN2"                
##  [2913] "CLSTN3"                 "CLTA"                  
##  [2915] "CLTB"                   "CLTC"                  
##  [2917] "CLTCL1"                 "CLU"                   
##  [2919] "CLUAP1"                 "CLUH"                  
##  [2921] "CLUHP3"                 "CLUL1"                 
##  [2923] "CLVS1"                  "CLYBL"                 
##  [2925] "CMA1"                   "CMAHP"                 
##  [2927] "CMAS"                   "CMBL"                  
##  [2929] "CMC1"                   "CMC2"                  
##  [2931] "CMC4"                   "CMIP"                  
##  [2933] "CMKLR1"                 "CMPK1"                 
##  [2935] "CMPK2"                  "CMSS1"                 
##  [2937] "CMTM1"                  "CMTM2"                 
##  [2939] "CMTM3"                  "CMTM4"                 
##  [2941] "CMTM5"                  "CMTM6"                 
##  [2943] "CMTM7"                  "CMTM8"                 
##  [2945] "CMYA5"                  "CNBD2"                 
##  [2947] "CNBP"                   "CNDP1"                 
##  [2949] "CNDP2"                  "CNEP1R1"               
##  [2951] "CNFN"                   "CNGA1"                 
##  [2953] "CNGA4"                  "CNGB1"                 
##  [2955] "CNGB3"                  "CNIH2"                 
##  [2957] "CNIH3"                  "CNIH4"                 
##  [2959] "CNKSR1"                 "CNKSR2"                
##  [2961] "CNKSR3"                 "CNN1"                  
##  [2963] "CNN2"                   "CNN3"                  
##  [2965] "CNNM1"                  "CNNM2"                 
##  [2967] "CNNM3"                  "CNNM4"                 
##  [2969] "CNOT1"                  "CNOT10"                
##  [2971] "CNOT11"                 "CNOT2"                 
##  [2973] "CNOT3"                  "CNOT4"                 
##  [2975] "CNOT6"                  "CNOT6L"                
##  [2977] "CNOT7"                  "CNOT8"                 
##  [2979] "CNP"                    "CNPPD1"                
##  [2981] "CNPY1"                  "CNPY2"                 
##  [2983] "CNPY3"                  "CNPY4"                 
##  [2985] "CNR1"                   "CNR2"                  
##  [2987] "CNRIP1"                 "CNST"                  
##  [2989] "CNTD1"                  "CNTF"                  
##  [2991] "CNTFR"                  "CNTLN"                 
##  [2993] "CNTN1"                  "CNTN2"                 
##  [2995] "CNTN3"                  "CNTN4"                 
##  [2997] "CNTN5"                  "CNTNAP1"               
##  [2999] "CNTNAP2"                "CNTNAP3"               
##  [3001] "CNTNAP3B"               "CNTRL"                 
##  [3003] "CNTROB"                 "COA1"                  
##  [3005] "COA3"                   "COA4"                  
##  [3007] "COA5"                   "COA6"                  
##  [3009] "COASY"                  "COBL"                  
##  [3011] "COBLL1"                 "COCH"                  
##  [3013] "COG1"                   "COG2"                  
##  [3015] "COG3"                   "COG4"                  
##  [3017] "COG5"                   "COG6"                  
##  [3019] "COG7"                   "COG8"                  
##  [3021] "COIL"                   "COL10A1"               
##  [3023] "COL11A1"                "COL11A2"               
##  [3025] "COL12A1"                "COL13A1"               
##  [3027] "COL14A1"                "COL15A1"               
##  [3029] "COL16A1"                "COL17A1"               
##  [3031] "COL18A1"                "COL19A1"               
##  [3033] "COL1A1"                 "COL1A2"                
##  [3035] "COL20A1"                "COL21A1"               
##  [3037] "COL22A1"                "COL23A1"               
##  [3039] "COL24A1"                "COL25A1"               
##  [3041] "COL26A1"                "COL27A1"               
##  [3043] "COL28A1"                "COL2A1"                
##  [3045] "COL3A1"                 "COL4A1"                
##  [3047] "COL4A2"                 "COL4A3"                
##  [3049] "COL4A4"                 "COL4A5"                
##  [3051] "COL4A6"                 "COL5A1"                
##  [3053] "COL5A2"                 "COL5A3"                
##  [3055] "COL6A1"                 "COL6A2"                
##  [3057] "COL6A3"                 "COL6A4P1"              
##  [3059] "COL6A4P2"               "COL6A5"                
##  [3061] "COL6A6"                 "COL7A1"                
##  [3063] "COL8A1"                 "COL8A2"                
##  [3065] "COL9A1"                 "COL9A2"                
##  [3067] "COL9A3"                 "COLEC10"               
##  [3069] "COLEC11"                "COLEC12"               
##  [3071] "COLQ"                   "COMMD1"                
##  [3073] "COMMD10"                "COMMD2"                
##  [3075] "COMMD3"                 "COMMD4"                
##  [3077] "COMMD5"                 "COMMD6"                
##  [3079] "COMMD7"                 "COMMD8"                
##  [3081] "COMMD9"                 "COMP"                  
##  [3083] "COMT"                   "COMTD1"                
##  [3085] "COPA"                   "COPB1"                 
##  [3087] "COPB2"                  "COPE"                  
##  [3089] "COPG1"                  "COPG2"                 
##  [3091] "COPRS"                  "COPS2"                 
##  [3093] "COPS3"                  "COPS4"                 
##  [3095] "COPS5"                  "COPS6"                 
##  [3097] "COPS7A"                 "COPS7B"                
##  [3099] "COPS8"                  "COPZ1"                 
##  [3101] "COPZ2"                  "COQ10A"                
##  [3103] "COQ10B"                 "COQ2"                  
##  [3105] "COQ3"                   "COQ4"                  
##  [3107] "COQ5"                   "COQ6"                  
##  [3109] "COQ7"                   "COQ9"                  
##  [3111] "CORIN"                  "CORO1A"                
##  [3113] "CORO1B"                 "CORO1C"                
##  [3115] "CORO2A"                 "CORO2B"                
##  [3117] "CORO6"                  "CORO7"                 
##  [3119] "CORO7-PAM16"            "CORT"                  
##  [3121] "COTL1"                  "COX10"                 
##  [3123] "COX10-AS1"              "COX11"                 
##  [3125] "COX14"                  "COX15"                 
##  [3127] "COX16"                  "COX17"                 
##  [3129] "COX18"                  "COX19"                 
##  [3131] "COX20"                  "COX4I1"                
##  [3133] "COX5A"                  "COX5B"                 
##  [3135] "COX6A1"                 "COX6B1"                
##  [3137] "COX6B2"                 "COX6C"                 
##  [3139] "COX7A1"                 "COX7A2"                
##  [3141] "COX7A2L"                "COX7B"                 
##  [3143] "COX7C"                  "COX8A"                 
##  [3145] "CP"                     "CPA2"                  
##  [3147] "CPA3"                   "CPA4"                  
##  [3149] "CPA5"                   "CPA6"                  
##  [3151] "CPAMD8"                 "CPB1"                  
##  [3153] "CPB2"                   "CPB2-AS1"              
##  [3155] "CPD"                    "CPE"                   
##  [3157] "CPEB1"                  "CPEB2"                 
##  [3159] "CPEB3"                  "CPEB4"                 
##  [3161] "CPED1"                  "CPLX1"                 
##  [3163] "CPLX2"                  "CPLX3"                 
##  [3165] "CPM"                    "CPN1"                  
##  [3167] "CPNE1"                  "CPNE2"                 
##  [3169] "CPNE3"                  "CPNE4"                 
##  [3171] "CPNE5"                  "CPNE7"                 
##  [3173] "CPNE8"                  "CPNE9"                 
##  [3175] "CPO"                    "CPOX"                  
##  [3177] "CPPED1"                 "CPQ"                   
##  [3179] "CPS1"                   "CPSF1"                 
##  [3181] "CPSF2"                  "CPSF3"                 
##  [3183] "CPSF4"                  "CPSF4L"                
##  [3185] "CPSF6"                  "CPSF7"                 
##  [3187] "CPT1A"                  "CPT1B"                 
##  [3189] "CPT1C"                  "CPT2"                  
##  [3191] "CPVL"                   "CPXM1"                 
##  [3193] "CPXM2"                  "CPZ"                   
##  [3195] "CR1"                    "CR1L"                  
##  [3197] "CR2"                    "CRABP1"                
##  [3199] "CRABP2"                 "CRADD"                 
##  [3201] "CRAT"                   "CRB1"                  
##  [3203] "CRB2"                   "CRB3"                  
##  [3205] "CRBN"                   "CRCP"                  
##  [3207] "CRCT1"                  "CREB1"                 
##  [3209] "CREB3"                  "CREB3L1"               
##  [3211] "CREB3L2"                "CREB3L3"               
##  [3213] "CREB3L4"                "CREB5"                 
##  [3215] "CREBBP"                 "CREBL2"                
##  [3217] "CREBRF"                 "CREBZF"                
##  [3219] "CREG1"                  "CREG2"                 
##  [3221] "CRELD1"                 "CRELD2"                
##  [3223] "CREM"                   "CRH"                   
##  [3225] "CRHBP"                  "CRHR1"                 
##  [3227] "CRHR2"                  "CRIM1"                 
##  [3229] "CRIP1"                  "CRIP2"                 
##  [3231] "CRIP3"                  "CRIPT"                 
##  [3233] "CRISP2"                 "CRISP3"                
##  [3235] "CRISPLD1"               "CRISPLD2"              
##  [3237] "CRK"                    "CRKL"                  
##  [3239] "CRLF1"                  "CRLF2"                 
##  [3241] "CRLF3"                  "CRLS1"                 
##  [3243] "CRMP1"                  "CRNDE"                 
##  [3245] "CRNKL1"                 "CRNN"                  
##  [3247] "CROCC"                  "CROCCP2"               
##  [3249] "CROCCP3"                "CROT"                  
##  [3251] "CRP"                    "CRTAC1"                
##  [3253] "CRTAM"                  "CRTAP"                 
##  [3255] "CRTC1"                  "CRTC2"                 
##  [3257] "CRTC3"                  "CRX"                   
##  [3259] "CRY1"                   "CRY2"                  
##  [3261] "CRYAB"                  "CRYBA1"                
##  [3263] "CRYBA2"                 "CRYBB1"                
##  [3265] "CRYBB2"                 "CRYBB2P1"              
##  [3267] "CRYBB3"                 "CRYBG3"                
##  [3269] "CRYGN"                  "CRYGS"                 
##  [3271] "CRYL1"                  "CRYM"                  
##  [3273] "CRYM-AS1"               "CRYZ"                  
##  [3275] "CRYZL1"                 "CS"                    
##  [3277] "CSAD"                   "CSDC2"                 
##  [3279] "CSDE1"                  "CSE1L"                 
##  [3281] "CSF1"                   "CSF1R"                 
##  [3283] "CSF2"                   "CSF2RA"                
##  [3285] "CSF2RB"                 "CSF3"                  
##  [3287] "CSF3R"                  "CSGALNACT1"            
##  [3289] "CSGALNACT2"             "CSH2"                  
##  [3291] "CSK"                    "CSMD1"                 
##  [3293] "CSMD2"                  "CSMD3"                 
##  [3295] "CSN3"                   "CSNK1A1"               
##  [3297] "CSNK1A1L"               "CSNK1A1P1"             
##  [3299] "CSNK1D"                 "CSNK1E"                
##  [3301] "CSNK1G1"                "CSNK1G2"               
##  [3303] "CSNK1G2-AS1"            "CSNK1G3"               
##  [3305] "CSNK2A1"                "CSNK2A2"               
##  [3307] "CSNK2A3"                "CSNK2B"                
##  [3309] "CSPG4"                  "CSPG5"                 
##  [3311] "CSPP1"                  "CSRNP1"                
##  [3313] "CSRNP2"                 "CSRNP3"                
##  [3315] "CSRP1"                  "CSRP2"                 
##  [3317] "CST1"                   "CST2"                  
##  [3319] "CST3"                   "CST4"                  
##  [3321] "CST5"                   "CST6"                  
##  [3323] "CST7"                   "CSTA"                  
##  [3325] "CSTB"                   "CSTF1"                 
##  [3327] "CSTF2"                  "CSTF2T"                
##  [3329] "CSTF3"                  "CT45A5"                
##  [3331] "CT62"                   "CTAG2"                 
##  [3333] "CTAGE1"                 "CTAGE11P"              
##  [3335] "CTAGE4"                 "CTAGE7P"               
##  [3337] "CTAGE9"                 "CTBP1"                 
##  [3339] "CTBP2"                  "CTBS"                  
##  [3341] "CTC1"                   "CTCF"                  
##  [3343] "CTDNEP1"                "CTDP1"                 
##  [3345] "CTDSP1"                 "CTDSP2"                
##  [3347] "CTDSPL"                 "CTDSPL2"               
##  [3349] "CTF1"                   "CTH"                   
##  [3351] "CTHRC1"                 "CTIF"                  
##  [3353] "CTLA4"                  "CTNNA1"                
##  [3355] "CTNNA2"                 "CTNNA3"                
##  [3357] "CTNNAL1"                "CTNNB1"                
##  [3359] "CTNNBIP1"               "CTNNBL1"               
##  [3361] "CTNND1"                 "CTNND2"                
##  [3363] "CTNS"                   "CTPS1"                 
##  [3365] "CTPS2"                  "CTR9"                  
##  [3367] "CTRB2"                  "CTRC"                  
##  [3369] "CTRL"                   "CTSA"                  
##  [3371] "CTSB"                   "CTSC"                  
##  [3373] "CTSD"                   "CTSE"                  
##  [3375] "CTSF"                   "CTSG"                  
##  [3377] "CTSH"                   "CTSK"                  
##  [3379] "CTSL3P"                 "CTSO"                  
##  [3381] "CTSS"                   "CTSW"                  
##  [3383] "CTSZ"                   "CTTN"                  
##  [3385] "CTTNBP2"                "CTTNBP2NL"             
##  [3387] "CTU1"                   "CTU2"                  
##  [3389] "CTXN1"                  "CTXN2"                 
##  [3391] "CUBN"                   "CUEDC1"                
##  [3393] "CUEDC2"                 "CUL1"                  
##  [3395] "CUL2"                   "CUL3"                  
##  [3397] "CUL4A"                  "CUL4B"                 
##  [3399] "CUL5"                   "CUL7"                  
##  [3401] "CUL9"                   "CUTA"                  
##  [3403] "CUTC"                   "CUX1"                  
##  [3405] "CUX2"                   "CUZD1"                 
##  [3407] "CWC15"                  "CWC22"                 
##  [3409] "CWC25"                  "CWC27"                 
##  [3411] "CWF19L1"                "CWF19L2"               
##  [3413] "CX3CL1"                 "CX3CR1"                
##  [3415] "CXADR"                  "CXCL1"                 
##  [3417] "CXCL10"                 "CXCL11"                
##  [3419] "CXCL12"                 "CXCL13"                
##  [3421] "CXCL14"                 "CXCL16"                
##  [3423] "CXCL17"                 "CXCL2"                 
##  [3425] "CXCL3"                  "CXCL5"                 
##  [3427] "CXCL6"                  "CXCL9"                 
##  [3429] "CXCR1"                  "CXCR2"                 
##  [3431] "CXCR2P1"                "CXCR3"                 
##  [3433] "CXCR4"                  "CXCR5"                 
##  [3435] "CXCR6"                  "CXorf21"               
##  [3437] "CXorf38"                "CXorf56"               
##  [3439] "CXorf58"                "CXorf65"               
##  [3441] "CXXC1"                  "CXXC4"                 
##  [3443] "CXXC5"                  "CYB561"                
##  [3445] "CYB561D1"               "CYB561D2"              
##  [3447] "CYB5A"                  "CYB5B"                 
##  [3449] "CYB5D1"                 "CYB5D2"                
##  [3451] "CYB5R1"                 "CYB5R2"                
##  [3453] "CYB5R3"                 "CYB5R4"                
##  [3455] "CYB5RL"                 "CYBA"                  
##  [3457] "CYBB"                   "CYBRD1"                
##  [3459] "CYC1"                   "CYCS"                  
##  [3461] "CYCSP52"                "CYFIP1"                
##  [3463] "CYFIP2"                 "CYGB"                  
##  [3465] "CYHR1"                  "CYLD"                  
##  [3467] "CYMP"                   "CYP11A1"               
##  [3469] "CYP11B1"                "CYP17A1"               
##  [3471] "CYP19A1"                "CYP1A1"                
##  [3473] "CYP1A2"                 "CYP1B1"                
##  [3475] "CYP1B1-AS1"             "CYP20A1"               
##  [3477] "CYP21A1P"               "CYP21A2"               
##  [3479] "CYP24A1"                "CYP26A1"               
##  [3481] "CYP26B1"                "CYP26C1"               
##  [3483] "CYP27A1"                "CYP27B1"               
##  [3485] "CYP27C1"                "CYP2A13"               
##  [3487] "CYP2A6"                 "CYP2A7"                
##  [3489] "CYP2B6"                 "CYP2C18"               
##  [3491] "CYP2C19"                "CYP2C8"                
##  [3493] "CYP2C9"                 "CYP2D6"                
##  [3495] "CYP2E1"                 "CYP2F1"                
##  [3497] "CYP2G1P"                "CYP2J2"                
##  [3499] "CYP2R1"                 "CYP2S1"                
##  [3501] "CYP2U1"                 "CYP2W1"                
##  [3503] "CYP39A1"                "CYP3A4"                
##  [3505] "CYP3A43"                "CYP3A5"                
##  [3507] "CYP3A7"                 "CYP46A1"               
##  [3509] "CYP4B1"                 "CYP4F11"               
##  [3511] "CYP4F12"                "CYP4F2"                
##  [3513] "CYP4F22"                "CYP4F3"                
##  [3515] "CYP4F35P"               "CYP4V2"                
##  [3517] "CYP4X1"                 "CYP51A1"               
##  [3519] "CYP7A1"                 "CYP7B1"                
##  [3521] "CYS1"                   "CYSLTR1"               
##  [3523] "CYSLTR2"                "CYSTM1"                
##  [3525] "CYTH1"                  "CYTH2"                 
##  [3527] "CYTH3"                  "CYTH4"                 
##  [3529] "CYTIP"                  "CYTL1"                 
##  [3531] "CYYR1"                  "D2HGDH"                
##  [3533] "DAAM1"                  "DAAM2"                 
##  [3535] "DAB1"                   "DAB2"                  
##  [3537] "DAB2IP"                 "DACH1"                 
##  [3539] "DACT1"                  "DACT2"                 
##  [3541] "DACT3"                  "DACT3-AS1"             
##  [3543] "DAD1"                   "DAG1"                  
##  [3545] "DAGLA"                  "DAGLB"                 
##  [3547] "DALRD3"                 "DANCR"                 
##  [3549] "DAND5"                  "DAO"                   
##  [3551] "DAP"                    "DAP3"                  
##  [3553] "DAPK1"                  "DAPK2"                 
##  [3555] "DAPK3"                  "DAPP1"                 
##  [3557] "DARS2"                  "DAW1"                  
##  [3559] "DAXX"                   "DAZAP1"                
##  [3561] "DAZAP2"                 "DAZL"                  
##  [3563] "DBF4"                   "DBF4B"                 
##  [3565] "DBH"                    "DBI"                   
##  [3567] "DBIL5P"                 "DBIL5P2"               
##  [3569] "DBN1"                   "DBNDD1"                
##  [3571] "DBNDD2"                 "DBNL"                  
##  [3573] "DBP"                    "DBR1"                  
##  [3575] "DBT"                    "DCAF10"                
##  [3577] "DCAF11"                 "DCAF12"                
##  [3579] "DCAF12L2"               "DCAF13"                
##  [3581] "DCAF13P3"               "DCAF15"                
##  [3583] "DCAF16"                 "DCAF17"                
##  [3585] "DCAF4"                  "DCAF4L1"               
##  [3587] "DCAF5"                  "DCAF6"                 
##  [3589] "DCAF7"                  "DCAF8"                 
##  [3591] "DCAKD"                  "DCBLD1"                
##  [3593] "DCBLD2"                 "DCC"                   
##  [3595] "DCDC1"                  "DCDC2"                 
##  [3597] "DCDC2B"                 "DCHS1"                 
##  [3599] "DCHS2"                  "DCK"                   
##  [3601] "DCLK1"                  "DCLK2"                 
##  [3603] "DCLK3"                  "DCLRE1A"               
##  [3605] "DCLRE1B"                "DCLRE1C"               
##  [3607] "DCN"                    "DCP1A"                 
##  [3609] "DCP1B"                  "DCP2"                  
##  [3611] "DCPS"                   "DCST1"                 
##  [3613] "DCST2"                  "DCSTAMP"               
##  [3615] "DCT"                    "DCTD"                  
##  [3617] "DCTN1"                  "DCTN1-AS1"             
##  [3619] "DCTN2"                  "DCTN3"                 
##  [3621] "DCTN4"                  "DCTN5"                 
##  [3623] "DCTN6"                  "DCTPP1"                
##  [3625] "DCUN1D1"                "DCUN1D2"               
##  [3627] "DCUN1D3"                "DCUN1D4"               
##  [3629] "DCUN1D5"                "DCXR"                  
##  [3631] "DDA1"                   "DDAH1"                 
##  [3633] "DDAH2"                  "DDB1"                  
##  [3635] "DDB2"                   "DDC"                   
##  [3637] "DDHD1"                  "DDHD2"                 
##  [3639] "DDI1"                   "DDI2"                  
##  [3641] "DDIT3"                  "DDIT4"                 
##  [3643] "DDIT4L"                 "DDN"                   
##  [3645] "DDO"                    "DDOST"                 
##  [3647] "DDR1"                   "DDR2"                  
##  [3649] "DDRGK1"                 "DDT"                   
##  [3651] "DDTL"                   "DDX1"                  
##  [3653] "DDX10"                  "DDX11"                 
##  [3655] "DDX11-AS1"              "DDX11L1"               
##  [3657] "DDX11L10"               "DDX11L2"               
##  [3659] "DDX11L5"                "DDX12P"                
##  [3661] "DDX17"                  "DDX18"                 
##  [3663] "DDX19A"                 "DDX19B"                
##  [3665] "DDX20"                  "DDX21"                 
##  [3667] "DDX23"                  "DDX24"                 
##  [3669] "DDX25"                  "DDX27"                 
##  [3671] "DDX28"                  "DDX31"                 
##  [3673] "DDX39A"                 "DDX39B"                
##  [3675] "DDX3X"                  "DDX3Y"                 
##  [3677] "DDX4"                   "DDX41"                 
##  [3679] "DDX42"                  "DDX43"                 
##  [3681] "DDX46"                  "DDX47"                 
##  [3683] "DDX49"                  "DDX5"                  
##  [3685] "DDX50"                  "DDX51"                 
##  [3687] "DDX52"                  "DDX54"                 
##  [3689] "DDX55"                  "DDX56"                 
##  [3691] "DDX58"                  "DDX59"                 
##  [3693] "DDX6"                   "DDX60"                 
##  [3695] "DDX60L"                 "DEAF1"                 
##  [3697] "DECR1"                  "DECR2"                 
##  [3699] "DEDD"                   "DEDD2"                 
##  [3701] "DEF6"                   "DEF8"                  
##  [3703] "DEFA3"                  "DEFA4"                 
##  [3705] "DEFB1"                  "DEFB4A"                
##  [3707] "DEGS1"                  "DEGS2"                 
##  [3709] "DEK"                    "DENND1A"               
##  [3711] "DENND1B"                "DENND1C"               
##  [3713] "DENND2A"                "DENND2C"               
##  [3715] "DENND2D"                "DENND3"                
##  [3717] "DENND4A"                "DENND4B"               
##  [3719] "DENND4C"                "DENND5A"               
##  [3721] "DENND5B"                "DENND5B-AS1"           
##  [3723] "DENND6A"                "DENND6B"               
##  [3725] "DENR"                   "DEPDC1"                
##  [3727] "DEPDC1B"                "DEPDC4"                
##  [3729] "DEPDC5"                 "DEPDC7"                
##  [3731] "DEPTOR"                 "DERA"                  
##  [3733] "DERL1"                  "DERL2"                 
##  [3735] "DERL3"                  "DES"                   
##  [3737] "DESI1"                  "DESI2"                 
##  [3739] "DET1"                   "DEXI"                  
##  [3741] "DFFA"                   "DFFB"                  
##  [3743] "DGAT1"                  "DGAT2"                 
##  [3745] "DGAT2L6"                "DGCR11"                
##  [3747] "DGCR2"                  "DGCR5"                 
##  [3749] "DGCR6"                  "DGCR6L"                
##  [3751] "DGCR8"                  "DGKA"                  
##  [3753] "DGKB"                   "DGKD"                  
##  [3755] "DGKE"                   "DGKG"                  
##  [3757] "DGKH"                   "DGKI"                  
##  [3759] "DGKK"                   "DGKQ"                  
##  [3761] "DGKZ"                   "DGUOK"                 
##  [3763] "DHCR24"                 "DHCR7"                 
##  [3765] "DHDDS"                  "DHDH"                  
##  [3767] "DHFR"                   "DHH"                   
##  [3769] "DHODH"                  "DHPS"                  
##  [3771] "DHRS1"                  "DHRS11"                
##  [3773] "DHRS12"                 "DHRS13"                
##  [3775] "DHRS2"                  "DHRS3"                 
##  [3777] "DHRS4"                  "DHRS4-AS1"             
##  [3779] "DHRS4L1"                "DHRS4L2"               
##  [3781] "DHRS7"                  "DHRS7B"                
##  [3783] "DHRS7C"                 "DHRS9"                 
##  [3785] "DHRSX"                  "DHTKD1"                
##  [3787] "DHX15"                  "DHX16"                 
##  [3789] "DHX29"                  "DHX30"                 
##  [3791] "DHX32"                  "DHX33"                 
##  [3793] "DHX34"                  "DHX35"                 
##  [3795] "DHX36"                  "DHX37"                 
##  [3797] "DHX38"                  "DHX40"                 
##  [3799] "DHX57"                  "DHX58"                 
##  [3801] "DHX9"                   "DIABLO"                
##  [3803] "DIAPH1"                 "DIAPH2"                
##  [3805] "DIAPH3"                 "DICER1"                
##  [3807] "DICER1-AS1"             "DIDO1"                 
##  [3809] "DIMT1"                  "DIO1"                  
##  [3811] "DIO2"                   "DIO3"                  
##  [3813] "DIO3OS"                 "DIP2A"                 
##  [3815] "DIP2A-IT1"              "DIP2B"                 
##  [3817] "DIP2C"                  "DIRAS1"                
##  [3819] "DIRAS2"                 "DIRAS3"                
##  [3821] "DIRC3"                  "DIS3"                  
##  [3823] "DIS3L"                  "DIS3L2"                
##  [3825] "DISC1"                  "DISP1"                 
##  [3827] "DISP2"                  "DIXDC1"                
##  [3829] "DKC1"                   "DKK1"                  
##  [3831] "DKK2"                   "DKK3"                  
##  [3833] "DKK4"                   "DKKL1"                 
##  [3835] "DLAT"                   "DLC1"                  
##  [3837] "DLD"                    "DLEC1"                 
##  [3839] "DLEU1"                  "DLEU2"                 
##  [3841] "DLEU2L"                 "DLEU7"                 
##  [3843] "DLG1"                   "DLG1-AS1"              
##  [3845] "DLG2"                   "DLG3"                  
##  [3847] "DLG4"                   "DLG5"                  
##  [3849] "DLG5-AS1"               "DLGAP1"                
##  [3851] "DLGAP1-AS1"             "DLGAP1-AS3"            
##  [3853] "DLGAP1-AS5"             "DLGAP3"                
##  [3855] "DLGAP4"                 "DLGAP5"                
##  [3857] "DLK1"                   "DLK2"                  
##  [3859] "DLL1"                   "DLL3"                  
##  [3861] "DLL4"                   "DLST"                  
##  [3863] "DLX1"                   "DLX2"                  
##  [3865] "DLX3"                   "DLX4"                  
##  [3867] "DLX6"                   "DLX6-AS1"              
##  [3869] "DMAP1"                  "DMBT1"                 
##  [3871] "DMBX1"                  "DMC1"                  
##  [3873] "DMD"                    "DMGDH"                 
##  [3875] "DMKN"                   "DMPK"                  
##  [3877] "DMRT1"                  "DMRT2"                 
##  [3879] "DMRTA1"                 "DMRTA2"                
##  [3881] "DMRTC2"                 "DMTF1"                 
##  [3883] "DMWD"                   "DMXL1"                 
##  [3885] "DMXL2"                  "DNA2"                  
##  [3887] "DNAAF1"                 "DNAAF2"                
##  [3889] "DNAAF3"                 "DNAH1"                 
##  [3891] "DNAH10"                 "DNAH11"                
##  [3893] "DNAH12"                 "DNAH14"                
##  [3895] "DNAH17"                 "DNAH2"                 
##  [3897] "DNAH3"                  "DNAH5"                 
##  [3899] "DNAH6"                  "DNAH7"                 
##  [3901] "DNAH8"                  "DNAH9"                 
##  [3903] "DNAI1"                  "DNAI2"                 
##  [3905] "DNAJA1"                 "DNAJA2"                
##  [3907] "DNAJA3"                 "DNAJA4"                
##  [3909] "DNAJB1"                 "DNAJB11"               
##  [3911] "DNAJB12"                "DNAJB13"               
##  [3913] "DNAJB14"                "DNAJB2"                
##  [3915] "DNAJB4"                 "DNAJB5"                
##  [3917] "DNAJB6"                 "DNAJB7"                
##  [3919] "DNAJB8"                 "DNAJB8-AS1"            
##  [3921] "DNAJB9"                 "DNAJC1"                
##  [3923] "DNAJC10"                "DNAJC11"               
##  [3925] "DNAJC12"                "DNAJC13"               
##  [3927] "DNAJC14"                "DNAJC15"               
##  [3929] "DNAJC16"                "DNAJC17"               
##  [3931] "DNAJC18"                "DNAJC19"               
##  [3933] "DNAJC2"                 "DNAJC21"               
##  [3935] "DNAJC22"                "DNAJC24"               
##  [3937] "DNAJC25"                "DNAJC27"               
##  [3939] "DNAJC27-AS1"            "DNAJC28"               
##  [3941] "DNAJC3"                 "DNAJC30"               
##  [3943] "DNAJC4"                 "DNAJC5"                
##  [3945] "DNAJC5B"                "DNAJC6"                
##  [3947] "DNAJC7"                 "DNAJC8"                
##  [3949] "DNAJC9"                 "DNAJC9-AS1"            
##  [3951] "DNAL1"                  "DNAL4"                 
##  [3953] "DNALI1"                 "DNASE1"                
##  [3955] "DNASE1L1"               "DNASE1L2"              
##  [3957] "DNASE1L3"               "DNASE2"                
##  [3959] "DNASE2B"                "DND1"                  
##  [3961] "DNER"                   "DNHD1"                 
##  [3963] "DNLZ"                   "DNM1"                  
##  [3965] "DNM1L"                  "DNM1P35"               
##  [3967] "DNM1P46"                "DNM2"                  
##  [3969] "DNM3"                   "DNM3OS"                
##  [3971] "DNMBP"                  "DNMBP-AS1"             
##  [3973] "DNMT1"                  "DNMT3A"                
##  [3975] "DNMT3B"                 "DNMT3L"                
##  [3977] "DNPEP"                  "DNPH1"                 
##  [3979] "DNTT"                   "DNTTIP1"               
##  [3981] "DNTTIP2"                "DOC2A"                 
##  [3983] "DOC2B"                  "DOC2GP"                
##  [3985] "DOCK1"                  "DOCK10"                
##  [3987] "DOCK11"                 "DOCK2"                 
##  [3989] "DOCK3"                  "DOCK4"                 
##  [3991] "DOCK5"                  "DOCK6"                 
##  [3993] "DOCK7"                  "DOCK8"                 
##  [3995] "DOCK9"                  "DOHH"                  
##  [3997] "DOK1"                   "DOK2"                  
##  [3999] "DOK3"                   "DOK4"                  
##  [4001] "DOK5"                   "DOK6"                  
##  [4003] "DOK7"                   "DOLK"                  
##  [4005] "DOLPP1"                 "DONSON"                
##  [4007] "DOT1L"                  "DPAGT1"                
##  [4009] "DPCD"                   "DPEP1"                 
##  [4011] "DPEP2"                  "DPEP3"                 
##  [4013] "DPF1"                   "DPF2"                  
##  [4015] "DPF3"                   "DPH1"                  
##  [4017] "DPH2"                   "DPH3"                  
##  [4019] "DPH3P1"                 "DPH5"                  
##  [4021] "DPM1"                   "DPM2"                  
##  [4023] "DPM3"                   "DPP3"                  
##  [4025] "DPP4"                   "DPP7"                  
##  [4027] "DPP8"                   "DPP9"                  
##  [4029] "DPPA2P3"                "DPPA4"                 
##  [4031] "DPRXP4"                 "DPY19L1"               
##  [4033] "DPY19L1P1"              "DPY19L2"               
##  [4035] "DPY19L2P1"              "DPY19L2P2"             
##  [4037] "DPY19L2P3"              "DPY19L3"               
##  [4039] "DPY19L4"                "DPY30"                 
##  [4041] "DPYD"                   "DPYD-AS1"              
##  [4043] "DPYS"                   "DPYSL2"                
##  [4045] "DPYSL3"                 "DPYSL4"                
##  [4047] "DPYSL5"                 "DQX1"                  
##  [4049] "DR1"                    "DRAM1"                 
##  [4051] "DRAM2"                  "DRAP1"                 
##  [4053] "DRAXIN"                 "DRD1"                  
##  [4055] "DRD2"                   "DRD3"                  
##  [4057] "DRD4"                   "DRD5"                  
##  [4059] "DRG1"                   "DRG2"                  
##  [4061] "DROSHA"                 "DRP2"                  
##  [4063] "DSC1"                   "DSC2"                  
##  [4065] "DSC3"                   "DSCAML1"               
##  [4067] "DSCC1"                  "DSCR8"                 
##  [4069] "DSCR9"                  "DSE"                   
##  [4071] "DSEL"                   "DSG2"                  
##  [4073] "DSG3"                   "DSG4"                  
##  [4075] "DSN1"                   "DSP"                   
##  [4077] "DST"                    "DSTN"                  
##  [4079] "DSTNP2"                 "DSTYK"                 
##  [4081] "DTD1"                   "DTD2"                  
##  [4083] "DTHD1"                  "DTL"                   
##  [4085] "DTNA"                   "DTNB"                  
##  [4087] "DTNBP1"                 "DTWD1"                 
##  [4089] "DTWD2"                  "DTX1"                  
##  [4091] "DTX2"                   "DTX2P1-UPK3BP1-PMS2P11"
##  [4093] "DTX3"                   "DTX3L"                 
##  [4095] "DTX4"                   "DTYMK"                 
##  [4097] "DUOX1"                  "DUOX2"                 
##  [4099] "DUOXA1"                 "DUOXA2"                
##  [4101] "DUS1L"                  "DUS3L"                 
##  [4103] "DUS4L"                  "DUSP1"                 
##  [4105] "DUSP10"                 "DUSP11"                
##  [4107] "DUSP12"                 "DUSP13"                
##  [4109] "DUSP14"                 "DUSP15"                
##  [4111] "DUSP16"                 "DUSP18"                
##  [4113] "DUSP19"                 "DUSP2"                 
##  [4115] "DUSP22"                 "DUSP23"                
##  [4117] "DUSP26"                 "DUSP27"                
##  [4119] "DUSP28"                 "DUSP3"                 
##  [4121] "DUSP4"                  "DUSP5"                 
##  [4123] "DUSP5P1"                "DUSP6"                 
##  [4125] "DUSP7"                  "DUSP8"                 
##  [4127] "DUSP9"                  "DUT"                   
##  [4129] "DVL1"                   "DVL2"                  
##  [4131] "DVL3"                   "DYDC2"                 
##  [4133] "DYM"                    "DYNC1H1"               
##  [4135] "DYNC1I1"                "DYNC1I2"               
##  [4137] "DYNC1LI1"               "DYNC1LI2"              
##  [4139] "DYNC2H1"                "DYNC2LI1"              
##  [4141] "DYNLL1"                 "DYNLL2"                
##  [4143] "DYNLRB1"                "DYNLRB2"               
##  [4145] "DYNLT1"                 "DYNLT3"                
##  [4147] "DYRK1A"                 "DYRK1B"                
##  [4149] "DYRK2"                  "DYRK3"                 
##  [4151] "DYRK4"                  "DYSF"                  
##  [4153] "DYTN"                   "DZANK1"                
##  [4155] "DZIP1"                  "DZIP1L"                
##  [4157] "DZIP3"                  "E2F1"                  
##  [4159] "E2F2"                   "E2F3"                  
##  [4161] "E2F4"                   "E2F5"                  
##  [4163] "E2F6"                   "E2F7"                  
##  [4165] "E2F8"                   "E4F1"                  
##  [4167] "EAF1"                   "EAF2"                  
##  [4169] "EAPP"                   "EARS2"                 
##  [4171] "EBAG9"                  "EBF1"                  
##  [4173] "EBF2"                   "EBF3"                  
##  [4175] "EBF4"                   "EBI3"                  
##  [4177] "EBLN2"                  "EBNA1BP2"              
##  [4179] "EBP"                    "EBPL"                  
##  [4181] "ECD"                    "ECE1"                  
##  [4183] "ECEL1"                  "ECH1"                  
##  [4185] "ECHDC1"                 "ECHDC2"                
##  [4187] "ECHDC3"                 "ECHS1"                 
##  [4189] "ECI1"                   "ECI2"                  
##  [4191] "ECM1"                   "ECM2"                  
##  [4193] "ECSCR"                  "ECSIT"                 
##  [4195] "ECT2"                   "ECT2L"                 
##  [4197] "EDA"                    "EDA2R"                 
##  [4199] "EDAR"                   "EDARADD"               
##  [4201] "EDC3"                   "EDC4"                  
##  [4203] "EDEM1"                  "EDEM2"                 
##  [4205] "EDEM3"                  "EDF1"                  
##  [4207] "EDIL3"                  "EDN1"                  
##  [4209] "EDN2"                   "EDN3"                  
##  [4211] "EDNRA"                  "EDNRB"                 
##  [4213] "EEA1"                   "EED"                   
##  [4215] "EEF1A1"                 "EEF1A2"                
##  [4217] "EEF1B2"                 "EEF1D"                 
##  [4219] "EEF1DP3"                "EEF1E1"                
##  [4221] "EEF1G"                  "EEF2"                  
##  [4223] "EEF2K"                  "EEFSEC"                
##  [4225] "EEPD1"                  "EFCAB1"                
##  [4227] "EFCAB10"                "EFCAB11"               
##  [4229] "EFCAB12"                "EFCAB13"               
##  [4231] "EFCAB14"                "EFCAB14-AS1"           
##  [4233] "EFCAB2"                 "EFCAB3"                
##  [4235] "EFCAB5"                 "EFCAB6"                
##  [4237] "EFCAB7"                 "EFCC1"                 
##  [4239] "EFEMP1"                 "EFEMP2"                
##  [4241] "EFHB"                   "EFHC1"                 
##  [4243] "EFHC2"                  "EFHD1"                 
##  [4245] "EFHD2"                  "EFNA1"                 
##  [4247] "EFNA2"                  "EFNA3"                 
##  [4249] "EFNA4"                  "EFNA5"                 
##  [4251] "EFNB1"                  "EFNB2"                 
##  [4253] "EFNB3"                  "EFR3A"                 
##  [4255] "EFR3B"                  "EFTUD2"                
##  [4257] "EGF"                    "EGFEM1P"               
##  [4259] "EGFL6"                  "EGFL7"                 
##  [4261] "EGFR"                   "EGFR-AS1"              
##  [4263] "EGLN1"                  "EGLN2"                 
##  [4265] "EGLN3"                  "EGOT"                  
##  [4267] "EGR1"                   "EGR2"                  
##  [4269] "EGR3"                   "EGR4"                  
##  [4271] "EHBP1"                  "EHBP1L1"               
##  [4273] "EHD1"                   "EHD2"                  
##  [4275] "EHD3"                   "EHD4"                  
##  [4277] "EHF"                    "EHHADH"                
##  [4279] "EHMT1"                  "EHMT2"                 
##  [4281] "EI24"                   "EID1"                  
##  [4283] "EID2"                   "EID2B"                 
##  [4285] "EID3"                   "EIF1"                  
##  [4287] "EIF1AD"                 "EIF1AX"                
##  [4289] "EIF1AY"                 "EIF1B"                 
##  [4291] "EIF1B-AS1"              "EIF2A"                 
##  [4293] "EIF2AK1"                "EIF2AK2"               
##  [4295] "EIF2AK3"                "EIF2AK4"               
##  [4297] "EIF2B1"                 "EIF2B2"                
##  [4299] "EIF2B3"                 "EIF2B4"                
##  [4301] "EIF2B5"                 "EIF2D"                 
##  [4303] "EIF2S1"                 "EIF2S2"                
##  [4305] "EIF2S3"                 "EIF3A"                 
##  [4307] "EIF3B"                  "EIF3C"                 
##  [4309] "EIF3CL"                 "EIF3D"                 
##  [4311] "EIF3E"                  "EIF3F"                 
##  [4313] "EIF3G"                  "EIF3H"                 
##  [4315] "EIF3I"                  "EIF3IP1"               
##  [4317] "EIF3J"                  "EIF3K"                 
##  [4319] "EIF3L"                  "EIF3M"                 
##  [4321] "EIF4A1"                 "EIF4A2"                
##  [4323] "EIF4A3"                 "EIF4B"                 
##  [4325] "EIF4E"                  "EIF4E2"                
##  [4327] "EIF4E3"                 "EIF4EBP1"              
##  [4329] "EIF4EBP2"               "EIF4EBP3"              
##  [4331] "EIF4ENIF1"              "EIF4G1"                
##  [4333] "EIF4G2"                 "EIF4G3"                
##  [4335] "EIF4H"                  "EIF5"                  
##  [4337] "EIF5A"                  "EIF5A2"                
##  [4339] "EIF5AL1"                "EIF5B"                 
##  [4341] "EIF6"                   "ELAC1"                 
##  [4343] "ELAC2"                  "ELANE"                 
##  [4345] "ELAVL1"                 "ELAVL2"                
##  [4347] "ELAVL3"                 "ELAVL4"                
##  [4349] "ELF1"                   "ELF2"                  
##  [4351] "ELF3"                   "ELF4"                  
##  [4353] "ELF5"                   "ELFN1"                 
##  [4355] "ELFN2"                  "ELK1"                  
##  [4357] "ELK3"                   "ELK4"                  
##  [4359] "ELL"                    "ELL2"                  
##  [4361] "ELL3"                   "ELMO1"                 
##  [4363] "ELMO2"                  "ELMO3"                 
##  [4365] "ELMOD1"                 "ELMOD2"                
##  [4367] "ELMOD3"                 "ELN"                   
##  [4369] "ELOF1"                  "ELOVL1"                
##  [4371] "ELOVL2"                 "ELOVL2-AS1"            
##  [4373] "ELOVL3"                 "ELOVL4"                
##  [4375] "ELOVL5"                 "ELOVL6"                
##  [4377] "ELOVL7"                 "ELP2"                  
##  [4379] "ELP3"                   "ELP4"                  
##  [4381] "ELP5"                   "ELP6"                  
##  [4383] "EMB"                    "EMBP1"                 
##  [4385] "EMC1"                   "EMC10"                 
##  [4387] "EMC2"                   "EMC3"                  
##  [4389] "EMC4"                   "EMC6"                  
##  [4391] "EMC7"                   "EMC8"                  
##  [4393] "EMC9"                   "EMCN"                  
##  [4395] "EMD"                    "EME1"                  
##  [4397] "EME2"                   "EMG1"                  
##  [4399] "EMID1"                  "EMILIN1"               
##  [4401] "EMILIN2"                "EMILIN3"               
##  [4403] "EML1"                   "EML2"                  
##  [4405] "EML3"                   "EML4"                  
##  [4407] "EML5"                   "EML6"                  
##  [4409] "EMP1"                   "EMP2"                  
##  [4411] "EMP3"                   "EMX1"                  
##  [4413] "EN1"                    "EN2"                   
##  [4415] "ENAH"                   "ENAM"                  
##  [4417] "ENC1"                   "ENDOD1"                
##  [4419] "ENDOG"                  "ENDOU"                 
##  [4421] "ENDOV"                  "ENG"                   
##  [4423] "ENGASE"                 "ENHO"                  
##  [4425] "ENKD1"                  "ENKUR"                 
##  [4427] "ENO1"                   "ENO1-AS1"              
##  [4429] "ENO2"                   "ENO3"                  
##  [4431] "ENO4"                   "ENOPH1"                
##  [4433] "ENOSF1"                 "ENOX1"                 
##  [4435] "ENOX2"                  "ENPEP"                 
##  [4437] "ENPP1"                  "ENPP2"                 
##  [4439] "ENPP3"                  "ENPP4"                 
##  [4441] "ENPP5"                  "ENPP6"                 
##  [4443] "ENPP7"                  "ENSA"                  
##  [4445] "ENTHD1"                 "ENTPD1"                
##  [4447] "ENTPD2"                 "ENTPD3"                
##  [4449] "ENTPD3-AS1"             "ENTPD4"                
##  [4451] "ENTPD5"                 "ENTPD6"                
##  [4453] "ENTPD7"                 "ENTPD8"                
##  [4455] "ENY2"                   "EOGT"                  
##  [4457] "EOMES"                  "EP300"                 
##  [4459] "EP400"                  "EPAS1"                 
##  [4461] "EPB41"                  "EPB41L1"               
##  [4463] "EPB41L2"                "EPB41L3"               
##  [4465] "EPB41L4A"               "EPB41L4A-AS1"          
##  [4467] "EPB41L4B"               "EPB41L5"               
##  [4469] "EPB42"                  "EPC1"                  
##  [4471] "EPC2"                   "EPCAM"                 
##  [4473] "EPDR1"                  "EPG5"                  
##  [4475] "EPGN"                   "EPHA1"                 
##  [4477] "EPHA1-AS1"              "EPHA10"                
##  [4479] "EPHA2"                  "EPHA3"                 
##  [4481] "EPHA4"                  "EPHA5"                 
##  [4483] "EPHA6"                  "EPHA7"                 
##  [4485] "EPHA8"                  "EPHB1"                 
##  [4487] "EPHB2"                  "EPHB3"                 
##  [4489] "EPHB4"                  "EPHB6"                 
##  [4491] "EPHX1"                  "EPHX2"                 
##  [4493] "EPHX3"                  "EPHX4"                 
##  [4495] "EPM2A"                  "EPM2AIP1"              
##  [4497] "EPN1"                   "EPN2"                  
##  [4499] "EPN2-AS1"               "EPN3"                  
##  [4501] "EPO"                    "EPOR"                  
##  [4503] "EPPIN"                  "EPPK1"                 
##  [4505] "EPS15"                  "EPS15L1"               
##  [4507] "EPS8"                   "EPS8L1"                
##  [4509] "EPS8L2"                 "EPS8L3"                
##  [4511] "EPSTI1"                 "EPX"                   
##  [4513] "EQTN"                   "ERAL1"                 
##  [4515] "ERAP1"                  "ERAP2"                 
##  [4517] "ERAS"                   "ERBB2"                 
##  [4519] "ERBB3"                  "ERBB4"                 
##  [4521] "ERC1"                   "ERC2"                  
##  [4523] "ERCC1"                  "ERCC2"                 
##  [4525] "ERCC3"                  "ERCC4"                 
##  [4527] "ERCC5"                  "ERCC6"                 
##  [4529] "ERCC6L"                 "ERCC6L2"               
##  [4531] "ERCC8"                  "EREG"                  
##  [4533] "ERF"                    "ERG"                   
##  [4535] "ERGIC1"                 "ERGIC2"                
##  [4537] "ERGIC3"                 "ERH"                   
##  [4539] "ERI1"                   "ERI2"                  
##  [4541] "ERI3"                   "ERICH1"                
##  [4543] "ERLEC1"                 "ERLIN1"                
##  [4545] "ERLIN2"                 "ERMAP"                 
##  [4547] "ERMN"                   "ERMP1"                 
##  [4549] "ERN1"                   "ERP27"                 
##  [4551] "ERP29"                  "ERP44"                 
##  [4553] "ERRFI1"                 "ERV3-1"                
##  [4555] "ERVFRD-1"               "ERVK13-1"              
##  [4557] "ERVMER34-1"             "ESAM"                  
##  [4559] "ESCO1"                  "ESCO2"                 
##  [4561] "ESD"                    "ESF1"                  
##  [4563] "ESM1"                   "ESPL1"                 
##  [4565] "ESPN"                   "ESPNL"                 
##  [4567] "ESPNP"                  "ESR1"                  
##  [4569] "ESR2"                   "ESRG"                  
##  [4571] "ESRP1"                  "ESRP2"                 
##  [4573] "ESRRA"                  "ESRRB"                 
##  [4575] "ESRRG"                  "ESX1"                  
##  [4577] "ESYT1"                  "ESYT2"                 
##  [4579] "ESYT3"                  "ETAA1"                 
##  [4581] "ETF1"                   "ETFA"                  
##  [4583] "ETFB"                   "ETFDH"                 
##  [4585] "ETHE1"                  "ETNK1"                 
##  [4587] "ETNK2"                  "ETS1"                  
##  [4589] "ETS2"                   "ETV1"                  
##  [4591] "ETV2"                   "ETV3"                  
##  [4593] "ETV3L"                  "ETV4"                  
##  [4595] "ETV5"                   "ETV6"                  
##  [4597] "ETV7"                   "EVA1A"                 
##  [4599] "EVA1B"                  "EVA1C"                 
##  [4601] "EVC"                    "EVC2"                  
##  [4603] "EVI2A"                  "EVI2B"                 
##  [4605] "EVI5"                   "EVI5L"                 
##  [4607] "EVL"                    "EVPL"                  
##  [4609] "EVPLL"                  "EVX1"                  
##  [4611] "EWSR1"                  "EXD1"                  
##  [4613] "EXD2"                   "EXD3"                  
##  [4615] "EXO1"                   "EXO5"                  
##  [4617] "EXOC1"                  "EXOC2"                 
##  [4619] "EXOC3"                  "EXOC3L1"               
##  [4621] "EXOC3L2"                "EXOC3L4"               
##  [4623] "EXOC4"                  "EXOC5"                 
##  [4625] "EXOC6"                  "EXOC6B"                
##  [4627] "EXOC7"                  "EXOC8"                 
##  [4629] "EXOG"                   "EXOSC1"                
##  [4631] "EXOSC10"                "EXOSC2"                
##  [4633] "EXOSC3"                 "EXOSC4"                
##  [4635] "EXOSC5"                 "EXOSC6"                
##  [4637] "EXOSC7"                 "EXOSC8"                
##  [4639] "EXOSC9"                 "EXPH5"                 
##  [4641] "EXT1"                   "EXT2"                  
##  [4643] "EXTL1"                  "EXTL2"                 
##  [4645] "EXTL3"                  "EYA1"                  
##  [4647] "EYA2"                   "EYA3"                  
##  [4649] "EYA4"                   "EYS"                   
##  [4651] "EZH1"                   "EZH2"                  
##  [4653] "EZR"                    "F10"                   
##  [4655] "F11"                    "F11R"                  
##  [4657] "F12"                    "F13A1"                 
##  [4659] "F13B"                   "F2"                    
##  [4661] "F2R"                    "F2RL1"                 
##  [4663] "F2RL2"                  "F2RL3"                 
##  [4665] "F3"                     "F5"                    
##  [4667] "F7"                     "F8"                    
##  [4669] "F8A1"                   "F8A3"                  
##  [4671] "FA2H"                   "FAAH"                  
##  [4673] "FAAH2"                  "FABP2"                 
##  [4675] "FABP3"                  "FABP4"                 
##  [4677] "FABP5"                  "FABP5P3"               
##  [4679] "FABP6"                  "FADD"                  
##  [4681] "FADS1"                  "FADS2"                 
##  [4683] "FADS3"                  "FAF1"                  
##  [4685] "FAF2"                   "FAH"                   
##  [4687] "FAHD1"                  "FAHD2A"                
##  [4689] "FAHD2B"                 "FAHD2CP"               
##  [4691] "FAIM"                   "FAIM2"                 
##  [4693] "FAM102A"                "FAM102B"               
##  [4695] "FAM104A"                "FAM104B"               
##  [4697] "FAM106A"                "FAM107A"               
##  [4699] "FAM107B"                "FAM110A"               
##  [4701] "FAM110B"                "FAM110C"               
##  [4703] "FAM110D"                "FAM111A"               
##  [4705] "FAM111B"                "FAM114A1"              
##  [4707] "FAM114A2"               "FAM117A"               
##  [4709] "FAM117B"                "FAM118A"               
##  [4711] "FAM118B"                "FAM120A"               
##  [4713] "FAM120AOS"              "FAM120B"               
##  [4715] "FAM120C"                "FAM122A"               
##  [4717] "FAM122B"                "FAM122C"               
##  [4719] "FAM124A"                "FAM124B"               
##  [4721] "FAM126A"                "FAM126B"               
##  [4723] "FAM131A"                "FAM131B"               
##  [4725] "FAM131C"                "FAM133A"               
##  [4727] "FAM133B"                "FAM133CP"              
##  [4729] "FAM133DP"               "FAM135A"               
##  [4731] "FAM135B"                "FAM136A"               
##  [4733] "FAM13A"                 "FAM13A-AS1"            
##  [4735] "FAM13B"                 "FAM13C"                
##  [4737] "FAM149A"                "FAM149B1"              
##  [4739] "FAM151A"                "FAM151B"               
##  [4741] "FAM153A"                "FAM153B"               
##  [4743] "FAM155A"                "FAM155B"               
##  [4745] "FAM156A"                "FAM156B"               
##  [4747] "FAM157A"                "FAM157B"               
##  [4749] "FAM160A1"               "FAM160A2"              
##  [4751] "FAM160B1"               "FAM160B2"              
##  [4753] "FAM161A"                "FAM161B"               
##  [4755] "FAM162A"                "FAM162B"               
##  [4757] "FAM166A"                "FAM166B"               
##  [4759] "FAM167A"                "FAM167B"               
##  [4761] "FAM168A"                "FAM168B"               
##  [4763] "FAM169A"                "FAM169B"               
##  [4765] "FAM170B"                "FAM170B-AS1"           
##  [4767] "FAM171A1"               "FAM171A2"              
##  [4769] "FAM171B"                "FAM172A"               
##  [4771] "FAM172BP"               "FAM174A"               
##  [4773] "FAM174B"                "FAM177A1"              
##  [4775] "FAM177B"                "FAM178B"               
##  [4777] "FAM180B"                "FAM181B"               
##  [4779] "FAM182A"                "FAM182B"               
##  [4781] "FAM183A"                "FAM184A"               
##  [4783] "FAM184B"                "FAM185A"               
##  [4785] "FAM186A"                "FAM186B"               
##  [4787] "FAM189A1"               "FAM189A2"              
##  [4789] "FAM189B"                "FAM193A"               
##  [4791] "FAM193B"                "FAM199X"               
##  [4793] "FAM200A"                "FAM200B"               
##  [4795] "FAM201A"                "FAM204A"               
##  [4797] "FAM207A"                "FAM209A"               
##  [4799] "FAM209B"                "FAM20A"                
##  [4801] "FAM20B"                 "FAM20C"                
##  [4803] "FAM210A"                "FAM210B"               
##  [4805] "FAM214A"                "FAM214B"               
##  [4807] "FAM215A"                "FAM216A"               
##  [4809] "FAM216B"                "FAM217A"               
##  [4811] "FAM217B"                "FAM218A"               
##  [4813] "FAM219A"                "FAM219B"               
##  [4815] "FAM220A"                "FAM221A"               
##  [4817] "FAM221B"                "FAM222A"               
##  [4819] "FAM222A-AS1"            "FAM222B"               
##  [4821] "FAM225A"                "FAM225B"               
##  [4823] "FAM227A"                "FAM227B"               
##  [4825] "FAM228A"                "FAM228B"               
##  [4827] "FAM229A"                "FAM229B"               
##  [4829] "FAM24B"                 "FAM25A"                
##  [4831] "FAM27B"                 "FAM27C"                
##  [4833] "FAM32A"                 "FAM3A"                 
##  [4835] "FAM3B"                  "FAM3C"                 
##  [4837] "FAM3D"                  "FAM41C"                
##  [4839] "FAM43A"                 "FAM43B"                
##  [4841] "FAM47E"                 "FAM50A"                
##  [4843] "FAM50B"                 "FAM53A"                
##  [4845] "FAM53B"                 "FAM53C"                
##  [4847] "FAM66A"                 "FAM66B"                
##  [4849] "FAM66C"                 "FAM66D"                
##  [4851] "FAM66E"                 "FAM71A"                
##  [4853] "FAM71D"                 "FAM71E1"               
##  [4855] "FAM71E2"                "FAM71F1"               
##  [4857] "FAM71F2"                "FAM72A"                
##  [4859] "FAM72B"                 "FAM72D"                
##  [4861] "FAM76A"                 "FAM76B"                
##  [4863] "FAM78A"                 "FAM78B"                
##  [4865] "FAM81A"                 "FAM81B"                
##  [4867] "FAM83A"                 "FAM83B"                
##  [4869] "FAM83C"                 "FAM83D"                
##  [4871] "FAM83E"                 "FAM83F"                
##  [4873] "FAM83G"                 "FAM83H"                
##  [4875] "FAM86B1"                "FAM86B2"               
##  [4877] "FAM86B3P"               "FAM86C2P"              
##  [4879] "FAM86DP"                "FAM86EP"               
##  [4881] "FAM86FP"                "FAM86HP"               
##  [4883] "FAM86JP"                "FAM89A"                
##  [4885] "FAM89B"                 "FAM8A1"                
##  [4887] "FAM90A1"                "FAM90A25P"             
##  [4889] "FAM90A2P"               "FAM91A1"               
##  [4891] "FAM95B1"                "FAM98A"                
##  [4893] "FAM98B"                 "FAM98C"                
##  [4895] "FAM9B"                  "FAM9C"                 
##  [4897] "FAN1"                   "FANCA"                 
##  [4899] "FANCB"                  "FANCC"                 
##  [4901] "FANCD2"                 "FANCD2OS"              
##  [4903] "FANCE"                  "FANCF"                 
##  [4905] "FANCG"                  "FANCI"                 
##  [4907] "FANCL"                  "FANCM"                 
##  [4909] "FANK1"                  "FAP"                   
##  [4911] "FAR1"                   "FAR2"                  
##  [4913] "FARP1"                  "FARP2"                 
##  [4915] "FARS2"                  "FARSA"                 
##  [4917] "FARSB"                  "FAS"                   
##  [4919] "FASLG"                  "FASN"                  
##  [4921] "FASTK"                  "FASTKD1"               
##  [4923] "FASTKD2"                "FASTKD3"               
##  [4925] "FASTKD5"                "FAT1"                  
##  [4927] "FAT2"                   "FAT3"                  
##  [4929] "FAT4"                   "FAU"                   
##  [4931] "FAXC"                   "FBF1"                  
##  [4933] "FBL"                    "FBLIM1"                
##  [4935] "FBLL1"                  "FBLN1"                 
##  [4937] "FBLN2"                  "FBLN5"                 
##  [4939] "FBLN7"                  "FBN1"                  
##  [4941] "FBN2"                   "FBN3"                  
##  [4943] "FBP1"                   "FBP2"                  
##  [4945] "FBRS"                   "FBRSL1"                
##  [4947] "FBXL12"                 "FBXL13"                
##  [4949] "FBXL14"                 "FBXL15"                
##  [4951] "FBXL16"                 "FBXL17"                
##  [4953] "FBXL18"                 "FBXL19"                
##  [4955] "FBXL19-AS1"             "FBXL2"                 
##  [4957] "FBXL20"                 "FBXL22"                
##  [4959] "FBXL3"                  "FBXL4"                 
##  [4961] "FBXL5"                  "FBXL6"                 
##  [4963] "FBXL7"                  "FBXL8"                 
##  [4965] "FBXO10"                 "FBXO11"                
##  [4967] "FBXO15"                 "FBXO16"                
##  [4969] "FBXO17"                 "FBXO2"                 
##  [4971] "FBXO21"                 "FBXO22"                
##  [4973] "FBXO24"                 "FBXO25"                
##  [4975] "FBXO27"                 "FBXO28"                
##  [4977] "FBXO3"                  "FBXO30"                
##  [4979] "FBXO31"                 "FBXO32"                
##  [4981] "FBXO33"                 "FBXO34"                
##  [4983] "FBXO36"                 "FBXO38"                
##  [4985] "FBXO39"                 "FBXO4"                 
##  [4987] "FBXO40"                 "FBXO41"                
##  [4989] "FBXO42"                 "FBXO43"                
##  [4991] "FBXO44"                 "FBXO45"                
##  [4993] "FBXO46"                 "FBXO47"                
##  [4995] "FBXO48"                 "FBXO5"                 
##  [4997] "FBXO6"                  "FBXO7"                 
##  [4999] "FBXO8"                  "FBXO9"                 
##  [5001] "FBXW10"                 "FBXW11"                
##  [5003] "FBXW2"                  "FBXW4"                 
##  [5005] "FBXW4P1"                "FBXW5"                 
##  [5007] "FBXW7"                  "FBXW8"                 
##  [5009] "FBXW9"                  "FCAMR"                 
##  [5011] "FCAR"                   "FCER1A"                
##  [5013] "FCER1G"                 "FCER2"                 
##  [5015] "FCF1"                   "FCGBP"                 
##  [5017] "FCGR1A"                 "FCGR1B"                
##  [5019] "FCGR2A"                 "FCGR2B"                
##  [5021] "FCGR2C"                 "FCGR3A"                
##  [5023] "FCGR3B"                 "FCGRT"                 
##  [5025] "FCHO1"                  "FCHO2"                 
##  [5027] "FCHSD1"                 "FCHSD2"                
##  [5029] "FCN1"                   "FCN2"                  
##  [5031] "FCRL1"                  "FCRL2"                 
##  [5033] "FCRL3"                  "FCRL4"                 
##  [5035] "FCRL5"                  "FCRL6"                 
##  [5037] "FCRLA"                  "FCRLB"                 
##  [5039] "FDCSP"                  "FDFT1"                 
##  [5041] "FDPS"                   "FDX1"                  
##  [5043] "FDXACB1"                "FDXR"                  
##  [5045] "FECH"                   "FEM1A"                 
##  [5047] "FEM1B"                  "FEM1C"                 
##  [5049] "FEN1"                   "FER"                   
##  [5051] "FER1L5"                 "FER1L6"                
##  [5053] "FERMT1"                 "FERMT2"                
##  [5055] "FERMT3"                 "FES"                   
##  [5057] "FETUB"                  "FEZ1"                  
##  [5059] "FEZ2"                   "FEZF1"                 
##  [5061] "FEZF1-AS1"              "FFAR1"                 
##  [5063] "FFAR2"                  "FFAR3"                 
##  [5065] "FFAR4"                  "FGA"                   
##  [5067] "FGB"                    "FGD1"                  
##  [5069] "FGD2"                   "FGD3"                  
##  [5071] "FGD4"                   "FGD5"                  
##  [5073] "FGD5-AS1"               "FGD5P1"                
##  [5075] "FGD6"                   "FGF1"                  
##  [5077] "FGF10"                  "FGF11"                 
##  [5079] "FGF12"                  "FGF13"                 
##  [5081] "FGF14"                  "FGF14-AS2"             
##  [5083] "FGF17"                  "FGF18"                 
##  [5085] "FGF19"                  "FGF2"                  
##  [5087] "FGF20"                  "FGF21"                 
##  [5089] "FGF22"                  "FGF5"                  
##  [5091] "FGF7"                   "FGF8"                  
##  [5093] "FGF9"                   "FGFBP1"                
##  [5095] "FGFBP2"                 "FGFBP3"                
##  [5097] "FGFR1"                  "FGFR1OP2"              
##  [5099] "FGFR2"                  "FGFR3"                 
##  [5101] "FGFR4"                  "FGFRL1"                
##  [5103] "FGG"                    "FGGY"                  
##  [5105] "FGL1"                   "FGL2"                  
##  [5107] "FGR"                    "FH"                    
##  [5109] "FHAD1"                  "FHDC1"                 
##  [5111] "FHIT"                   "FHL1"                  
##  [5113] "FHL2"                   "FHL3"                  
##  [5115] "FHOD1"                  "FHOD3"                 
##  [5117] "FIBCD1"                 "FIBP"                  
##  [5119] "FICD"                   "FIG4"                  
##  [5121] "FIGN"                   "FIGNL1"                
##  [5123] "FIGNL2"                 "FILIP1"                
##  [5125] "FILIP1L"                "FIP1L1"                
##  [5127] "FIS1"                   "FITM1"                 
##  [5129] "FITM2"                  "FIZ1"                  
##  [5131] "FJX1"                   "FKBP10"                
##  [5133] "FKBP11"                 "FKBP14"                
##  [5135] "FKBP15"                 "FKBP1A"                
##  [5137] "FKBP1AP1"               "FKBP1B"                
##  [5139] "FKBP2"                  "FKBP3"                 
##  [5141] "FKBP4"                  "FKBP5"                 
##  [5143] "FKBP6"                  "FKBP7"                 
##  [5145] "FKBP8"                  "FKBP9"                 
##  [5147] "FKBPL"                  "FKRP"                  
##  [5149] "FKTN"                   "FLAD1"                 
##  [5151] "FLCN"                   "FLG"                   
##  [5153] "FLI1"                   "FLII"                  
##  [5155] "FLNA"                   "FLNB"                  
##  [5157] "FLNC"                   "FLOT1"                 
##  [5159] "FLOT2"                  "FLRT1"                 
##  [5161] "FLRT2"                  "FLRT3"                 
##  [5163] "FLT1"                   "FLT3"                  
##  [5165] "FLT3LG"                 "FLT4"                  
##  [5167] "FLVCR1"                 "FLVCR2"                
##  [5169] "FLYWCH1"                "FLYWCH2"               
##  [5171] "FMN1"                   "FMN2"                  
##  [5173] "FMNL1"                  "FMNL2"                 
##  [5175] "FMNL3"                  "FMO1"                  
##  [5177] "FMO2"                   "FMO3"                  
##  [5179] "FMO4"                   "FMO5"                  
##  [5181] "FMO6P"                  "FMOD"                  
##  [5183] "FMR1"                   "FMR1-AS1"              
##  [5185] "FN1"                    "FN3K"                  
##  [5187] "FN3KRP"                 "FNBP1"                 
##  [5189] "FNBP1L"                 "FNBP4"                 
##  [5191] "FNDC1"                  "FNDC3A"                
##  [5193] "FNDC3B"                 "FNDC4"                 
##  [5195] "FNDC5"                  "FNDC7"                 
##  [5197] "FNDC8"                  "FNDC9"                 
##  [5199] "FNIP1"                  "FNIP2"                 
##  [5201] "FNTA"                   "FNTB"                  
##  [5203] "FOCAD"                  "FOLH1"                 
##  [5205] "FOLR1"                  "FOLR2"                 
##  [5207] "FOLR3"                  "FOS"                   
##  [5209] "FOSB"                   "FOSL1"                 
##  [5211] "FOSL2"                  "FOXA1"                 
##  [5213] "FOXA2"                  "FOXA3"                 
##  [5215] "FOXB1"                  "FOXC1"                 
##  [5217] "FOXC2"                  "FOXD1"                 
##  [5219] "FOXD2"                  "FOXD2-AS1"             
##  [5221] "FOXD3"                  "FOXD4"                 
##  [5223] "FOXD4L1"                "FOXD4L3"               
##  [5225] "FOXE1"                  "FOXE3"                 
##  [5227] "FOXF1"                  "FOXF2"                 
##  [5229] "FOXH1"                  "FOXI1"                 
##  [5231] "FOXJ1"                  "FOXJ2"                 
##  [5233] "FOXJ3"                  "FOXK1"                 
##  [5235] "FOXK2"                  "FOXL1"                 
##  [5237] "FOXL2"                  "FOXM1"                 
##  [5239] "FOXN2"                  "FOXN3"                 
##  [5241] "FOXN3-AS1"              "FOXN3-AS2"             
##  [5243] "FOXN4"                  "FOXO1"                 
##  [5245] "FOXO3"                  "FOXO3B"                
##  [5247] "FOXO4"                  "FOXP1"                 
##  [5249] "FOXP2"                  "FOXP3"                 
##  [5251] "FOXP4"                  "FOXQ1"                 
##  [5253] "FOXRED1"                "FOXRED2"               
##  [5255] "FOXS1"                  "FPGS"                  
##  [5257] "FPGT"                   "FPGT-TNNI3K"           
##  [5259] "FPR1"                   "FPR2"                  
##  [5261] "FPR3"                   "FRA10AC1"              
##  [5263] "FRAS1"                  "FRAT1"                 
##  [5265] "FRAT2"                  "FREM1"                 
##  [5267] "FREM2"                  "FREM3"                 
##  [5269] "FRG1"                   "FRG2B"                 
##  [5271] "FRK"                    "FRMD3"                 
##  [5273] "FRMD4A"                 "FRMD4B"                
##  [5275] "FRMD5"                  "FRMD6"                 
##  [5277] "FRMD6-AS1"              "FRMD8"                 
##  [5279] "FRMPD1"                 "FRMPD2"                
##  [5281] "FRMPD4"                 "FRRS1"                 
##  [5283] "FRRS1L"                 "FRS2"                  
##  [5285] "FRS3"                   "FRY"                   
##  [5287] "FRYL"                   "FRZB"                  
##  [5289] "FSBP"                   "FSCN1"                 
##  [5291] "FSCN2"                  "FSCN3"                 
##  [5293] "FSD1"                   "FSD1L"                 
##  [5295] "FSD2"                   "FSIP1"                 
##  [5297] "FSIP2"                  "FST"                   
##  [5299] "FSTL1"                  "FSTL3"                 
##  [5301] "FSTL4"                  "FSTL5"                 
##  [5303] "FTCD"                   "FTH1"                  
##  [5305] "FTH1P3"                 "FTL"                   
##  [5307] "FTO"                    "FTSJ1"                 
##  [5309] "FTSJ3"                  "FTX"                   
##  [5311] "FUBP1"                  "FUBP3"                 
##  [5313] "FUCA1"                  "FUCA2"                 
##  [5315] "FUNDC1"                 "FUNDC2"                
##  [5317] "FUOM"                   "FURIN"                 
##  [5319] "FUS"                    "FUT1"                  
##  [5321] "FUT10"                  "FUT11"                 
##  [5323] "FUT2"                   "FUT3"                  
##  [5325] "FUT4"                   "FUT5"                  
##  [5327] "FUT6"                   "FUT7"                  
##  [5329] "FUT8"                   "FUT8-AS1"              
##  [5331] "FUT9"                   "FUZ"                   
##  [5333] "FXN"                    "FXR1"                  
##  [5335] "FXR2"                   "FXYD1"                 
##  [5337] "FXYD2"                  "FXYD3"                 
##  [5339] "FXYD4"                  "FXYD5"                 
##  [5341] "FXYD6"                  "FXYD7"                 
##  [5343] "FYCO1"                  "FYN"                   
##  [5345] "FYTTD1"                 "FZD1"                  
##  [5347] "FZD2"                   "FZD3"                  
##  [5349] "FZD4"                   "FZD5"                  
##  [5351] "FZD6"                   "FZD7"                  
##  [5353] "FZD8"                   "FZD9"                  
##  [5355] "FZR1"                   "G0S2"                  
##  [5357] "G2E3"                   "G3BP1"                 
##  [5359] "G3BP2"                  "G6PC3"                 
##  [5361] "G6PD"                   "GAA"                   
##  [5363] "GAB1"                   "GAB2"                  
##  [5365] "GAB3"                   "GAB4"                  
##  [5367] "GABARAP"                "GABARAPL1"             
##  [5369] "GABARAPL2"              "GABBR1"                
##  [5371] "GABBR2"                 "GABPA"                 
##  [5373] "GABPB1"                 "GABPB1-AS1"            
##  [5375] "GABPB2"                 "GABRA4"                
##  [5377] "GABRA5"                 "GABRB1"                
##  [5379] "GABRB3"                 "GABRD"                 
##  [5381] "GABRE"                  "GABRG3"                
##  [5383] "GABRP"                  "GABRQ"                 
##  [5385] "GABRR2"                 "GABRR3"                
##  [5387] "GAD1"                   "GADD45A"               
##  [5389] "GADD45B"                "GADD45G"               
##  [5391] "GADD45GIP1"             "GAGE10"                
##  [5393] "GAK"                    "GAL"                   
##  [5395] "GAL3ST1"                "GAL3ST2"               
##  [5397] "GAL3ST3"                "GAL3ST4"               
##  [5399] "GALC"                   "GALE"                  
##  [5401] "GALK1"                  "GALK2"                 
##  [5403] "GALM"                   "GALNS"                 
##  [5405] "GALNT1"                 "GALNT10"               
##  [5407] "GALNT11"                "GALNT12"               
##  [5409] "GALNT13"                "GALNT14"               
##  [5411] "GALNT15"                "GALNT16"               
##  [5413] "GALNT18"                "GALNT2"                
##  [5415] "GALNT3"                 "GALNT4"                
##  [5417] "GALNT5"                 "GALNT6"                
##  [5419] "GALNT7"                 "GALNT8"                
##  [5421] "GALNT9"                 "GALNTL6"               
##  [5423] "GALR2"                  "GALT"                  
##  [5425] "GAMT"                   "GAN"                   
##  [5427] "GANAB"                  "GANC"                  
##  [5429] "GAPDH"                  "GAPDHS"                
##  [5431] "GAPT"                   "GAPVD1"                
##  [5433] "GAR1"                   "GARNL3"                
##  [5435] "GART"                   "GAS1"                  
##  [5437] "GAS2"                   "GAS2L1"                
##  [5439] "GAS2L2"                 "GAS2L3"                
##  [5441] "GAS5"                   "GAS5-AS1"              
##  [5443] "GAS6"                   "GAS6-AS1"              
##  [5445] "GAS8"                   "GATA1"                 
##  [5447] "GATA2"                  "GATA3"                 
##  [5449] "GATA3-AS1"              "GATA4"                 
##  [5451] "GATA5"                  "GATA6"                 
##  [5453] "GATAD1"                 "GATAD2A"               
##  [5455] "GATAD2B"                "GATC"                  
##  [5457] "GATM"                   "GBA"                   
##  [5459] "GBA2"                   "GBA3"                  
##  [5461] "GBAP1"                  "GBE1"                  
##  [5463] "GBF1"                   "GBGT1"                 
##  [5465] "GBP1"                   "GBP1P1"                
##  [5467] "GBP2"                   "GBP3"                  
##  [5469] "GBP4"                   "GBP5"                  
##  [5471] "GBP6"                   "GBP7"                  
##  [5473] "GBX1"                   "GBX2"                  
##  [5475] "GC"                     "GCA"                   
##  [5477] "GCAT"                   "GCC1"                  
##  [5479] "GCC2"                   "GCDH"                  
##  [5481] "GCFC2"                  "GCGR"                  
##  [5483] "GCH1"                   "GCHFR"                 
##  [5485] "GCK"                    "GCKR"                  
##  [5487] "GCLC"                   "GCLM"                  
##  [5489] "GCM1"                   "GCM2"                  
##  [5491] "GCNT1"                  "GCNT2"                 
##  [5493] "GCNT3"                  "GCNT4"                 
##  [5495] "GCNT7"                  "GCOM1"                 
##  [5497] "GCSAM"                  "GCSAML"                
##  [5499] "GCSH"                   "GCSHP3"                
##  [5501] "GDA"                    "GDAP1"                 
##  [5503] "GDAP1L1"                "GDAP2"                 
##  [5505] "GDE1"                   "GDF10"                 
##  [5507] "GDF11"                  "GDF15"                 
##  [5509] "GDF6"                   "GDF7"                  
##  [5511] "GDF9"                   "GDI1"                  
##  [5513] "GDI2"                   "GDNF"                  
##  [5515] "GDPD1"                  "GDPD2"                 
##  [5517] "GDPD3"                  "GDPD4"                 
##  [5519] "GDPD5"                  "GDPGP1"                
##  [5521] "GEM"                    "GEMIN2"                
##  [5523] "GEMIN4"                 "GEMIN5"                
##  [5525] "GEMIN6"                 "GEMIN7"                
##  [5527] "GEMIN8"                 "GEMIN8P4"              
##  [5529] "GEN1"                   "GET4"                  
##  [5531] "GFAP"                   "GFER"                  
##  [5533] "GFI1"                   "GFI1B"                 
##  [5535] "GFM1"                   "GFM2"                  
##  [5537] "GFOD1"                  "GFOD2"                 
##  [5539] "GFPT1"                  "GFPT2"                 
##  [5541] "GFRA1"                  "GFRA2"                 
##  [5543] "GFRA3"                  "GGA1"                  
##  [5545] "GGA2"                   "GGA3"                  
##  [5547] "GGACT"                  "GGCT"                  
##  [5549] "GGCX"                   "GGH"                   
##  [5551] "GGN"                    "GGNBP1"                
##  [5553] "GGNBP2"                 "GGPS1"                 
##  [5555] "GGT3P"                  "GGT5"                  
##  [5557] "GGT6"                   "GGT7"                  
##  [5559] "GGT8P"                  "GGTA1P"                
##  [5561] "GH1"                    "GHDC"                  
##  [5563] "GHITM"                  "GHR"                   
##  [5565] "GHRHR"                  "GHRL"                  
##  [5567] "GHRLOS"                 "GHSR"                  
##  [5569] "GID4"                   "GID8"                  
##  [5571] "GIGYF1"                 "GIGYF2"                
##  [5573] "GIMAP1"                 "GIMAP2"                
##  [5575] "GIMAP4"                 "GIMAP5"                
##  [5577] "GIMAP6"                 "GIMAP7"                
##  [5579] "GIMAP8"                 "GIN1"                  
##  [5581] "GINM1"                  "GINS1"                 
##  [5583] "GINS2"                  "GINS3"                 
##  [5585] "GINS4"                  "GIP"                   
##  [5587] "GIPC1"                  "GIPC2"                 
##  [5589] "GIPC3"                  "GIPR"                  
##  [5591] "GIT1"                   "GIT2"                  
##  [5593] "GJA1"                   "GJA3"                  
##  [5595] "GJA4"                   "GJA9"                  
##  [5597] "GJB1"                   "GJB2"                  
##  [5599] "GJB3"                   "GJB4"                  
##  [5601] "GJB5"                   "GJB6"                  
##  [5603] "GJB7"                   "GJC1"                  
##  [5605] "GJC2"                   "GJC3"                  
##  [5607] "GJD3"                   "GJD4"                  
##  [5609] "GK"                     "GK3P"                  
##  [5611] "GK5"                    "GKAP1"                 
##  [5613] "GKN1"                   "GKN2"                  
##  [5615] "GLA"                    "GLB1"                  
##  [5617] "GLB1L"                  "GLB1L2"                
##  [5619] "GLB1L3"                 "GLCCI1"                
##  [5621] "GLCE"                   "GLDC"                  
##  [5623] "GLDN"                   "GLE1"                  
##  [5625] "GLG1"                   "GLI1"                  
##  [5627] "GLI2"                   "GLI3"                  
##  [5629] "GLI4"                   "GLIPR1"                
##  [5631] "GLIPR1L1"               "GLIPR1L2"              
##  [5633] "GLIPR2"                 "GLIS2"                 
##  [5635] "GLIS3"                  "GLIS3-AS1"             
##  [5637] "GLMN"                   "GLO1"                  
##  [5639] "GLOD4"                  "GLOD5"                 
##  [5641] "GLP1R"                  "GLP2R"                 
##  [5643] "GLRA2"                  "GLRA3"                 
##  [5645] "GLRA4"                  "GLRB"                  
##  [5647] "GLRX"                   "GLRX2"                 
##  [5649] "GLRX3"                  "GLRX5"                 
##  [5651] "GLS"                    "GLS2"                  
##  [5653] "GLT1D1"                 "GLT8D1"                
##  [5655] "GLT8D2"                 "GLTP"                  
##  [5657] "GLTPD2"                 "GLUD1"                 
##  [5659] "GLUD1P3"                "GLUD2"                 
##  [5661] "GLUL"                   "GLYAT"                 
##  [5663] "GLYATL1"                "GLYATL2"               
##  [5665] "GLYCTK"                 "GLYR1"                 
##  [5667] "GM2A"                   "GMCL1"                 
##  [5669] "GMDS"                   "GMEB1"                 
##  [5671] "GMEB2"                  "GMFB"                  
##  [5673] "GMFG"                   "GMIP"                  
##  [5675] "GML"                    "GMNC"                  
##  [5677] "GMNN"                   "GMPPA"                 
##  [5679] "GMPPB"                  "GMPR"                  
##  [5681] "GMPR2"                  "GMPS"                  
##  [5683] "GNA11"                  "GNA12"                 
##  [5685] "GNA13"                  "GNA14"                 
##  [5687] "GNA15"                  "GNAI1"                 
##  [5689] "GNAI2"                  "GNAI3"                 
##  [5691] "GNAL"                   "GNAO1"                 
##  [5693] "GNAQ"                   "GNAS"                  
##  [5695] "GNAS-AS1"               "GNAT2"                 
##  [5697] "GNAZ"                   "GNB1"                  
##  [5699] "GNB1L"                  "GNB2"                  
##  [5701] "GNB3"                   "GNB4"                  
##  [5703] "GNB5"                   "GNE"                   
##  [5705] "GNG10"                  "GNG11"                 
##  [5707] "GNG12"                  "GNG12-AS1"             
##  [5709] "GNG13"                  "GNG2"                  
##  [5711] "GNG3"                   "GNG4"                  
##  [5713] "GNG5"                   "GNG7"                  
##  [5715] "GNG8"                   "GNGT2"                 
##  [5717] "GNL1"                   "GNL2"                  
##  [5719] "GNL3"                   "GNL3L"                 
##  [5721] "GNLY"                   "GNMT"                  
##  [5723] "GNPAT"                  "GNPDA1"                
##  [5725] "GNPDA2"                 "GNPNAT1"               
##  [5727] "GNPTAB"                 "GNPTG"                 
##  [5729] "GNRH1"                  "GNRH2"                 
##  [5731] "GNRHR"                  "GNRHR2"                
##  [5733] "GNS"                    "GOLGA1"                
##  [5735] "GOLGA2"                 "GOLGA2P5"              
##  [5737] "GOLGA3"                 "GOLGA4"                
##  [5739] "GOLGA5"                 "GOLGA6A"               
##  [5741] "GOLGA6B"                "GOLGA6C"               
##  [5743] "GOLGA6D"                "GOLGA6L10"             
##  [5745] "GOLGA6L4"               "GOLGA6L9"              
##  [5747] "GOLGA7"                 "GOLGA7B"               
##  [5749] "GOLGA8A"                "GOLGA8B"               
##  [5751] "GOLGA8S"                "GOLGA8T"               
##  [5753] "GOLGB1"                 "GOLIM4"                
##  [5755] "GOLM1"                  "GOLPH3"                
##  [5757] "GOLPH3L"                "GOLT1A"                
##  [5759] "GOLT1B"                 "GON4L"                 
##  [5761] "GOPC"                   "GORAB"                 
##  [5763] "GORASP1"                "GORASP2"               
##  [5765] "GOSR1"                  "GOSR2"                 
##  [5767] "GOT1"                   "GOT2"                  
##  [5769] "GP1BA"                  "GP5"                   
##  [5771] "GP6"                    "GP9"                   
##  [5773] "GPA33"                  "GPAA1"                 
##  [5775] "GPAM"                   "GPANK1"                
##  [5777] "GPAT2"                  "GPATCH1"               
##  [5779] "GPATCH11"               "GPATCH2"               
##  [5781] "GPATCH2L"               "GPATCH3"               
##  [5783] "GPATCH4"                "GPATCH8"               
##  [5785] "GPBAR1"                 "GPBP1"                 
##  [5787] "GPBP1L1"                "GPC1"                  
##  [5789] "GPC2"                   "GPC3"                  
##  [5791] "GPC4"                   "GPC5"                  
##  [5793] "GPC6"                   "GPCPD1"                
##  [5795] "GPD1"                   "GPD1L"                 
##  [5797] "GPD2"                   "GPHA2"                 
##  [5799] "GPHN"                   "GPI"                   
##  [5801] "GPIHBP1"                "GPKOW"                 
##  [5803] "GPLD1"                  "GPM6A"                 
##  [5805] "GPM6B"                  "GPN1"                  
##  [5807] "GPN2"                   "GPN3"                  
##  [5809] "GPNMB"                  "GPR1"                  
##  [5811] "GPR107"                 "GPR108"                
##  [5813] "GPR132"                 "GPR135"                
##  [5815] "GPR137"                 "GPR137B"               
##  [5817] "GPR137C"                "GPR141"                
##  [5819] "GPR142"                 "GPR143"                
##  [5821] "GPR146"                 "GPR149"                
##  [5823] "GPR15"                  "GPR150"                
##  [5825] "GPR152"                 "GPR153"                
##  [5827] "GPR155"                 "GPR156"                
##  [5829] "GPR157"                 "GPR158"                
##  [5831] "GPR160"                 "GPR161"                
##  [5833] "GPR162"                 "GPR17"                 
##  [5835] "GPR171"                 "GPR173"                
##  [5837] "GPR174"                 "GPR176"                
##  [5839] "GPR179"                 "GPR18"                 
##  [5841] "GPR180"                 "GPR182"                
##  [5843] "GPR183"                 "GPR19"                 
##  [5845] "GPR20"                  "GPR25"                 
##  [5847] "GPR27"                  "GPR3"                  
##  [5849] "GPR31"                  "GPR33"                 
##  [5851] "GPR34"                  "GPR35"                 
##  [5853] "GPR37"                  "GPR37L1"               
##  [5855] "GPR39"                  "GPR4"                  
##  [5857] "GPR45"                  "GPR52"                 
##  [5859] "GPR55"                  "GPR61"                 
##  [5861] "GPR62"                  "GPR63"                 
##  [5863] "GPR65"                  "GPR68"                 
##  [5865] "GPR75"                  "GPR82"                 
##  [5867] "GPR83"                  "GPR84"                 
##  [5869] "GPR85"                  "GPR87"                 
##  [5871] "GPR88"                  "GPR89A"                
##  [5873] "GPR89B"                 "GPRASP1"               
##  [5875] "GPRASP2"                "GPRC5A"                
##  [5877] "GPRC5B"                 "GPRC5C"                
##  [5879] "GPRC5D"                 "GPRIN1"                
##  [5881] "GPRIN2"                 "GPRIN3"                
##  [5883] "GPS1"                   "GPS2"                  
##  [5885] "GPSM1"                  "GPSM2"                 
##  [5887] "GPSM3"                  "GPT"                   
##  [5889] "GPT2"                   "GPX1"                  
##  [5891] "GPX2"                   "GPX3"                  
##  [5893] "GPX4"                   "GPX7"                  
##  [5895] "GPX8"                   "GRAMD1A"               
##  [5897] "GRAMD1B"                "GRAMD1C"               
##  [5899] "GRAMD4"                 "GRAP"                  
##  [5901] "GRAP2"                  "GRAPL"                 
##  [5903] "GRB10"                  "GRB14"                 
##  [5905] "GRB2"                   "GRB7"                  
##  [5907] "GREB1"                  "GREB1L"                
##  [5909] "GREM1"                  "GREM2"                 
##  [5911] "GRHL1"                  "GRHL2"                 
##  [5913] "GRHL3"                  "GRHPR"                 
##  [5915] "GRIA3"                  "GRIA4"                 
##  [5917] "GRID1"                  "GRID2"                 
##  [5919] "GRID2IP"                "GRIK1"                 
##  [5921] "GRIK1-AS1"              "GRIK2"                 
##  [5923] "GRIK4"                  "GRIK5"                 
##  [5925] "GRIN1"                  "GRIN2A"                
##  [5927] "GRIN2B"                 "GRIN2C"                
##  [5929] "GRIN2D"                 "GRIN3A"                
##  [5931] "GRIN3B"                 "GRINA"                 
##  [5933] "GRIP1"                  "GRIP2"                 
##  [5935] "GRIPAP1"                "GRK4"                  
##  [5937] "GRK5"                   "GRK6"                  
##  [5939] "GRK7"                   "GRM1"                  
##  [5941] "GRM2"                   "GRM3"                  
##  [5943] "GRM4"                   "GRM5"                  
##  [5945] "GRM5-AS1"               "GRM6"                  
##  [5947] "GRM7"                   "GRM8"                  
##  [5949] "GRN"                    "GRPEL1"                
##  [5951] "GRPEL2"                 "GRPR"                  
##  [5953] "GRSF1"                  "GRTP1"                 
##  [5955] "GRWD1"                  "GSC"                   
##  [5957] "GSDMA"                  "GSDMB"                 
##  [5959] "GSDMC"                  "GSDMD"                 
##  [5961] "GSE1"                   "GSG1"                  
##  [5963] "GSG1L"                  "GSK3A"                 
##  [5965] "GSK3B"                  "GSKIP"                 
##  [5967] "GSN"                    "GSPT1"                 
##  [5969] "GSPT2"                  "GSR"                   
##  [5971] "GSS"                    "GSTA1"                 
##  [5973] "GSTA2"                  "GSTA3"                 
##  [5975] "GSTA4"                  "GSTA7P"                
##  [5977] "GSTCD"                  "GSTK1"                 
##  [5979] "GSTM1"                  "GSTM2"                 
##  [5981] "GSTM3"                  "GSTM4"                 
##  [5983] "GSTM5"                  "GSTO1"                 
##  [5985] "GSTO2"                  "GSTP1"                 
##  [5987] "GSTT2"                  "GSTT2B"                
##  [5989] "GSTZ1"                  "GTDC1"                 
##  [5991] "GTF2A1"                 "GTF2A2"                
##  [5993] "GTF2B"                  "GTF2E1"                
##  [5995] "GTF2E2"                 "GTF2F1"                
##  [5997] "GTF2F2"                 "GTF2H1"                
##  [5999] "GTF2H2"                 "GTF2H2B"               
##  [6001] "GTF2H2C"                "GTF2H3"                
##  [6003] "GTF2H4"                 "GTF2H5"                
##  [6005] "GTF2I"                  "GTF2IP1"               
##  [6007] "GTF2IRD1"               "GTF2IRD1P1"            
##  [6009] "GTF2IRD2"               "GTF2IRD2B"             
##  [6011] "GTF3A"                  "GTF3C1"                
##  [6013] "GTF3C2"                 "GTF3C3"                
##  [6015] "GTF3C4"                 "GTF3C5"                
##  [6017] "GTF3C6"                 "GTPBP1"                
##  [6019] "GTPBP10"                "GTPBP2"                
##  [6021] "GTPBP3"                 "GTPBP4"                
##  [6023] "GTPBP6"                 "GTPBP8"                
##  [6025] "GTSE1"                  "GTSF1"                 
##  [6027] "GTSF1L"                 "GUCA1B"                
##  [6029] "GUCA2B"                 "GUCD1"                 
##  [6031] "GUCY1A2"                "GUCY1B2"               
##  [6033] "GUCY2C"                 "GUCY2D"                
##  [6035] "GUCY2EP"                "GUCY2F"                
##  [6037] "GUCY2GP"                "GUF1"                  
##  [6039] "GUK1"                   "GULP1"                 
##  [6041] "GUSB"                   "GUSBP1"                
##  [6043] "GUSBP11"                "GUSBP2"                
##  [6045] "GUSBP3"                 "GUSBP4"                
##  [6047] "GUSBP5"                 "GUSBP9"                
##  [6049] "GVINP1"                 "GXYLT1"                
##  [6051] "GXYLT2"                 "GYG1"                  
##  [6053] "GYG2"                   "GYG2P1"                
##  [6055] "GYPA"                   "GYPB"                  
##  [6057] "GYPC"                   "GYPE"                  
##  [6059] "GYS1"                   "GYS2"                  
##  [6061] "GZF1"                   "GZMA"                  
##  [6063] "GZMB"                   "GZMH"                  
##  [6065] "GZMK"                   "GZMM"                  
##  [6067] "H19"                    "H6PD"                  
##  [6069] "HAAO"                   "HABP2"                 
##  [6071] "HABP4"                  "HACE1"                 
##  [6073] "HACL1"                  "HADH"                  
##  [6075] "HADHA"                  "HADHB"                 
##  [6077] "HAGH"                   "HAGHL"                 
##  [6079] "HAL"                    "HAMP"                  
##  [6081] "HAND1"                  "HAND2"                 
##  [6083] "HAO1"                   "HAO2"                  
##  [6085] "HAP1"                   "HAPLN2"                
##  [6087] "HAPLN3"                 "HAPLN4"                
##  [6089] "HAR1A"                  "HAR1B"                 
##  [6091] "HARBI1"                 "HARS2"                 
##  [6093] "HAS1"                   "HAS2"                  
##  [6095] "HAS2-AS1"               "HAS3"                  
##  [6097] "HAT1"                   "HAUS1"                 
##  [6099] "HAUS2"                  "HAUS3"                 
##  [6101] "HAUS4"                  "HAUS5"                 
##  [6103] "HAUS6"                  "HAUS7"                 
##  [6105] "HAUS8"                  "HAVCR1"                
##  [6107] "HAVCR2"                 "HAX1"                  
##  [6109] "HBA1"                   "HBA2"                  
##  [6111] "HBB"                    "HBBP1"                 
##  [6113] "HBD"                    "HBE1"                  
##  [6115] "HBEGF"                  "HBG1"                  
##  [6117] "HBG2"                   "HBM"                   
##  [6119] "HBP1"                   "HBQ1"                  
##  [6121] "HBS1L"                  "HBZ"                   
##  [6123] "HCAR1"                  "HCAR2"                 
##  [6125] "HCAR3"                  "HCCS"                  
##  [6127] "HCFC1"                  "HCFC1R1"               
##  [6129] "HCFC2"                  "HCG11"                 
##  [6131] "HCG17"                  "HCG18"                 
##  [6133] "HCG25"                  "HCG27"                 
##  [6135] "HCG4"                   "HCG4B"                 
##  [6137] "HCG9"                   "HCK"                   
##  [6139] "HCLS1"                  "HCN2"                  
##  [6141] "HCN3"                   "HCN4"                  
##  [6143] "HCP5"                   "HCRT"                  
##  [6145] "HCRTR1"                 "HCST"                  
##  [6147] "HDAC1"                  "HDAC10"                
##  [6149] "HDAC11"                 "HDAC2"                 
##  [6151] "HDAC3"                  "HDAC4"                 
##  [6153] "HDAC5"                  "HDAC6"                 
##  [6155] "HDAC7"                  "HDAC8"                 
##  [6157] "HDAC9"                  "HDC"                   
##  [6159] "HDDC2"                  "HDDC3"                 
##  [6161] "HDGF"                   "HDHD2"                 
##  [6163] "HDHD3"                  "HDLBP"                 
##  [6165] "HDX"                    "HEATR1"                
##  [6167] "HEATR3"                 "HEATR4"                
##  [6169] "HEATR5A"                "HEATR5B"               
##  [6171] "HEATR6"                 "HEBP1"                 
##  [6173] "HEBP2"                  "HECA"                  
##  [6175] "HECTD1"                 "HECTD2"                
##  [6177] "HECTD3"                 "HECTD4"                
##  [6179] "HECW1"                  "HECW2"                 
##  [6181] "HEG1"                   "HEIH"                  
##  [6183] "HELB"                   "HELLS"                 
##  [6185] "HELQ"                   "HELZ"                  
##  [6187] "HELZ2"                  "HEMGN"                 
##  [6189] "HEMK1"                  "HENMT1"                
##  [6191] "HEPACAM"                "HEPACAM2"              
##  [6193] "HEPH"                   "HEPHL1"                
##  [6195] "HERC1"                  "HERC2"                 
##  [6197] "HERC2P10"               "HERC2P2"               
##  [6199] "HERC2P3"                "HERC2P4"               
##  [6201] "HERC2P7"                "HERC2P9"               
##  [6203] "HERC3"                  "HERC4"                 
##  [6205] "HERC5"                  "HERC6"                 
##  [6207] "HERPUD1"                "HERPUD2"               
##  [6209] "HES1"                   "HES2"                  
##  [6211] "HES4"                   "HES6"                  
##  [6213] "HES7"                   "HESX1"                 
##  [6215] "HEXA"                   "HEXA-AS1"              
##  [6217] "HEXB"                   "HEXIM1"                
##  [6219] "HEXIM2"                 "HEY1"                  
##  [6221] "HEY2"                   "HEYL"                  
##  [6223] "HFE"                    "HFM1"                  
##  [6225] "HGD"                    "HGF"                   
##  [6227] "HGFAC"                  "HGS"                   
##  [6229] "HGSNAT"                 "HHAT"                  
##  [6231] "HHATL"                  "HHEX"                  
##  [6233] "HHIP"                   "HHIP-AS1"              
##  [6235] "HHIPL1"                 "HHIPL2"                
##  [6237] "HHLA2"                  "HHLA3"                 
##  [6239] "HIBADH"                 "HIBCH"                 
##  [6241] "HIC1"                   "HIC2"                  
##  [6243] "HID1"                   "HIF1A"                 
##  [6245] "HIF1AN"                 "HIF3A"                 
##  [6247] "HIGD1A"                 "HIGD1B"                
##  [6249] "HIGD1C"                 "HIGD2A"                
##  [6251] "HIGD2B"                 "HILPDA"                
##  [6253] "HINFP"                  "HINT1"                 
##  [6255] "HINT2"                  "HINT3"                 
##  [6257] "HIP1"                   "HIP1R"                 
##  [6259] "HIPK1"                  "HIPK2"                 
##  [6261] "HIPK3"                  "HIPK4"                 
##  [6263] "HIRA"                   "HIRIP3"                
##  [6265] "HIVEP1"                 "HIVEP2"                
##  [6267] "HIVEP3"                 "HJURP"                 
##  [6269] "HK1"                    "HK2"                   
##  [6271] "HK3"                    "HKDC1"                 
##  [6273] "HLA-A"                  "HLA-B"                 
##  [6275] "HLA-C"                  "HLA-DMA"               
##  [6277] "HLA-DMB"                "HLA-DOA"               
##  [6279] "HLA-DOB"                "HLA-DPA1"              
##  [6281] "HLA-DPB1"               "HLA-DPB2"              
##  [6283] "HLA-DQA1"               "HLA-DQA2"              
##  [6285] "HLA-DQB1"               "HLA-DQB2"              
##  [6287] "HLA-DRA"                "HLA-DRB1"              
##  [6289] "HLA-DRB5"               "HLA-DRB6"              
##  [6291] "HLA-E"                  "HLA-F"                 
##  [6293] "HLA-F-AS1"              "HLA-G"                 
##  [6295] "HLA-H"                  "HLA-J"                 
##  [6297] "HLA-L"                  "HLCS"                  
##  [6299] "HLF"                    "HLTF"                  
##  [6301] "HLX"                    "HM13"                  
##  [6303] "HM13-AS1"               "HMBOX1"                
##  [6305] "HMBS"                   "HMCN1"                 
##  [6307] "HMG20A"                 "HMG20B"                
##  [6309] "HMGA1"                  "HMGA2"                 
##  [6311] "HMGB1"                  "HMGB2"                 
##  [6313] "HMGB3"                  "HMGCL"                 
##  [6315] "HMGCLL1"                "HMGCR"                 
##  [6317] "HMGCS1"                 "HMGCS2"                
##  [6319] "HMGN1"                  "HMGN2"                 
##  [6321] "HMGN2P46"               "HMGN3"                 
##  [6323] "HMGN4"                  "HMGN5"                 
##  [6325] "HMGXB3"                 "HMGXB4"                
##  [6327] "HMMR"                   "HMOX1"                 
##  [6329] "HMOX2"                  "HMSD"                  
##  [6331] "HMX1"                   "HMX2"                  
##  [6333] "HNF1A"                  "HNF1A-AS1"             
##  [6335] "HNF1B"                  "HNF4A"                 
##  [6337] "HNF4G"                  "HNMT"                  
##  [6339] "HNRNPA0"                "HNRNPA1"               
##  [6341] "HNRNPA1L2"              "HNRNPA1P10"            
##  [6343] "HNRNPA1P33"             "HNRNPA2B1"             
##  [6345] "HNRNPA3"                "HNRNPA3P1"             
##  [6347] "HNRNPAB"                "HNRNPC"                
##  [6349] "HNRNPD"                 "HNRNPF"                
##  [6351] "HNRNPH1"                "HNRNPH2"               
##  [6353] "HNRNPH3"                "HNRNPK"                
##  [6355] "HNRNPL"                 "HNRNPM"                
##  [6357] "HNRNPR"                 "HNRNPU"                
##  [6359] "HNRNPUL1"               "HNRNPUL2"              
##  [6361] "HNRNPUL2-BSCL2"         "HOGA1"                 
##  [6363] "HOMER1"                 "HOMER2"                
##  [6365] "HOMER3"                 "HOMEZ"                 
##  [6367] "HOOK1"                  "HOOK2"                 
##  [6369] "HOOK3"                  "HOPX"                  
##  [6371] "HORMAD1"                "HORMAD2"               
##  [6373] "HOTAIR"                 "HOTAIRM1"              
##  [6375] "HOTTIP"                 "HOXA-AS3"              
##  [6377] "HOXA1"                  "HOXA10"                
##  [6379] "HOXA11"                 "HOXA11-AS"             
##  [6381] "HOXA13"                 "HOXA2"                 
##  [6383] "HOXA3"                  "HOXA4"                 
##  [6385] "HOXA5"                  "HOXA6"                 
##  [6387] "HOXA7"                  "HOXA9"                 
##  [6389] "HOXB-AS3"               "HOXB13"                
##  [6391] "HOXB2"                  "HOXB3"                 
##  [6393] "HOXB4"                  "HOXB5"                 
##  [6395] "HOXB6"                  "HOXB7"                 
##  [6397] "HOXB8"                  "HOXB9"                 
##  [6399] "HOXC10"                 "HOXC11"                
##  [6401] "HOXC13"                 "HOXC4"                 
##  [6403] "HOXC5"                  "HOXC6"                 
##  [6405] "HOXC9"                  "HOXD-AS2"              
##  [6407] "HOXD1"                  "HOXD10"                
##  [6409] "HOXD11"                 "HOXD12"                
##  [6411] "HOXD13"                 "HOXD3"                 
##  [6413] "HOXD4"                  "HOXD8"                 
##  [6415] "HOXD9"                  "HP"                    
##  [6417] "HP1BP3"                 "HPCA"                  
##  [6419] "HPCAL1"                 "HPCAL4"                
##  [6421] "HPD"                    "HPDL"                  
##  [6423] "HPGD"                   "HPGDS"                 
##  [6425] "HPN"                    "HPR"                   
##  [6427] "HPRT1"                  "HPS1"                  
##  [6429] "HPS3"                   "HPS4"                  
##  [6431] "HPS5"                   "HPS6"                  
##  [6433] "HPSE"                   "HPSE2"                 
##  [6435] "HPX"                    "HPYR1"                 
##  [6437] "HR"                     "HRAS"                  
##  [6439] "HRC"                    "HRCT1"                 
##  [6441] "HRG"                    "HRH1"                  
##  [6443] "HRH2"                   "HRH3"                  
##  [6445] "HRH4"                   "HRK"                   
##  [6447] "HRNR"                   "HS1BP3"                
##  [6449] "HS2ST1"                 "HS3ST1"                
##  [6451] "HS3ST2"                 "HS3ST3A1"              
##  [6453] "HS3ST3B1"               "HS3ST5"                
##  [6455] "HS3ST6"                 "HS6ST1"                
##  [6457] "HS6ST2"                 "HSBP1"                 
##  [6459] "HSBP1L1"                "HSCB"                  
##  [6461] "HSD11B1"                "HSD11B1L"              
##  [6463] "HSD11B2"                "HSD17B1"               
##  [6465] "HSD17B10"               "HSD17B11"              
##  [6467] "HSD17B12"               "HSD17B13"              
##  [6469] "HSD17B14"               "HSD17B2"               
##  [6471] "HSD17B3"                "HSD17B4"               
##  [6473] "HSD17B6"                "HSD17B7"               
##  [6475] "HSD17B7P2"              "HSD17B8"               
##  [6477] "HSD3B7"                 "HSD3BP4"               
##  [6479] "HSDL1"                  "HSDL2"                 
##  [6481] "HSF1"                   "HSF2"                  
##  [6483] "HSF2BP"                 "HSF4"                  
##  [6485] "HSF5"                   "HSFX1"                 
##  [6487] "HSFX2"                  "HSH2D"                 
##  [6489] "HSP90AA1"               "HSP90AB1"              
##  [6491] "HSP90AB4P"              "HSP90B1"               
##  [6493] "HSP90B2P"               "HSPA12A"               
##  [6495] "HSPA12B"                "HSPA13"                
##  [6497] "HSPA14"                 "HSPA1A"                
##  [6499] "HSPA1B"                 "HSPA1L"                
##  [6501] "HSPA2"                  "HSPA4"                 
##  [6503] "HSPA4L"                 "HSPA5"                 
##  [6505] "HSPA6"                  "HSPA7"                 
##  [6507] "HSPA8"                  "HSPA9"                 
##  [6509] "HSPB1"                  "HSPB11"                
##  [6511] "HSPB3"                  "HSPB6"                 
##  [6513] "HSPB7"                  "HSPB8"                 
##  [6515] "HSPB9"                  "HSPBAP1"               
##  [6517] "HSPBP1"                 "HSPD1"                 
##  [6519] "HSPE1"                  "HSPG2"                 
##  [6521] "HSPH1"                  "HTATIP2"               
##  [6523] "HTATSF1"                "HTATSF1P2"             
##  [6525] "HTN1"                   "HTN3"                  
##  [6527] "HTR1B"                  "HTR1D"                 
##  [6529] "HTR1F"                  "HTR2A"                 
##  [6531] "HTR2B"                  "HTR3A"                 
##  [6533] "HTR3B"                  "HTR6"                  
##  [6535] "HTR7"                   "HTR7P1"                
##  [6537] "HTRA1"                  "HTRA2"                 
##  [6539] "HTRA3"                  "HTRA4"                 
##  [6541] "HTT"                    "HULC"                  
##  [6543] "HUNK"                   "HUS1"                  
##  [6545] "HUS1B"                  "HUWE1"                 
##  [6547] "HVCN1"                  "HYAL1"                 
##  [6549] "HYAL2"                  "HYAL3"                 
##  [6551] "HYAL4"                  "HYDIN"                 
##  [6553] "HYDIN2"                 "HYI"                   
##  [6555] "HYLS1"                  "HYMAI"                 
##  [6557] "HYOU1"                  "HYPK"                  
##  [6559] "IAH1"                   "IARS2"                 
##  [6561] "IBA57"                  "IBSP"                  
##  [6563] "IBTK"                   "ICA1"                  
##  [6565] "ICA1L"                  "ICAM1"                 
##  [6567] "ICAM2"                  "ICAM3"                 
##  [6569] "ICAM4"                  "ICAM5"                 
##  [6571] "ICMT"                   "ICOS"                  
##  [6573] "ICOSLG"                 "ID1"                   
##  [6575] "ID2"                    "ID3"                   
##  [6577] "ID4"                    "IDE"                   
##  [6579] "IDH1"                   "IDH1-AS1"              
##  [6581] "IDH2"                   "IDH3A"                 
##  [6583] "IDH3B"                  "IDH3G"                 
##  [6585] "IDI1"                   "IDI2"                  
##  [6587] "IDI2-AS1"               "IDNK"                  
##  [6589] "IDO1"                   "IDO2"                  
##  [6591] "IDS"                    "IDUA"                  
##  [6593] "IER2"                   "IER3"                  
##  [6595] "IER3IP1"                "IER5"                  
##  [6597] "IER5L"                  "IFFO1"                 
##  [6599] "IFFO2"                  "IFI16"                 
##  [6601] "IFI27"                  "IFI27L1"               
##  [6603] "IFI27L2"                "IFI30"                 
##  [6605] "IFI35"                  "IFI44"                 
##  [6607] "IFI44L"                 "IFI6"                  
##  [6609] "IFIH1"                  "IFIT1"                 
##  [6611] "IFIT1B"                 "IFIT2"                 
##  [6613] "IFIT3"                  "IFIT5"                 
##  [6615] "IFITM1"                 "IFITM10"               
##  [6617] "IFITM2"                 "IFITM3"                
##  [6619] "IFITM4P"                "IFITM5"                
##  [6621] "IFNA1"                  "IFNA22P"               
##  [6623] "IFNA5"                  "IFNAR1"                
##  [6625] "IFNAR2"                 "IFNB1"                 
##  [6627] "IFNE"                   "IFNG"                  
##  [6629] "IFNGR1"                 "IFNGR2"                
##  [6631] "IFNK"                   "IFNL1"                 
##  [6633] "IFNL2"                  "IFNL3"                 
##  [6635] "IFNL4"                  "IFNLR1"                
##  [6637] "IFNW1"                  "IFRD1"                 
##  [6639] "IFRD2"                  "IFT122"                
##  [6641] "IFT140"                 "IFT172"                
##  [6643] "IFT20"                  "IFT27"                 
##  [6645] "IFT43"                  "IFT46"                 
##  [6647] "IFT52"                  "IFT57"                 
##  [6649] "IFT74"                  "IFT80"                 
##  [6651] "IFT81"                  "IFT88"                 
##  [6653] "IGBP1"                  "IGBP1P1"               
##  [6655] "IGDCC3"                 "IGDCC4"                
##  [6657] "IGF1"                   "IGF1R"                 
##  [6659] "IGF2"                   "IGF2-AS"               
##  [6661] "IGF2BP1"                "IGF2BP2"               
##  [6663] "IGF2BP3"                "IGF2R"                 
##  [6665] "IGFALS"                 "IGFBP1"                
##  [6667] "IGFBP2"                 "IGFBP3"                
##  [6669] "IGFBP4"                 "IGFBP5"                
##  [6671] "IGFBP6"                 "IGFBP7"                
##  [6673] "IGFBPL1"                "IGFL1"                 
##  [6675] "IGFL2"                  "IGFL3"                 
##  [6677] "IGFL4"                  "IGFLR1"                
##  [6679] "IGFN1"                  "IGHMBP2"               
##  [6681] "IGIP"                   "IGLL1"                 
##  [6683] "IGLL5"                  "IGLON5"                
##  [6685] "IGSF1"                  "IGSF10"                
##  [6687] "IGSF11"                 "IGSF21"                
##  [6689] "IGSF22"                 "IGSF23"                
##  [6691] "IGSF3"                  "IGSF6"                 
##  [6693] "IGSF8"                  "IGSF9"                 
##  [6695] "IGSF9B"                 "IHH"                   
##  [6697] "IK"                     "IKBIP"                 
##  [6699] "IKBKB"                  "IKBKE"                 
##  [6701] "IKBKG"                  "IKZF1"                 
##  [6703] "IKZF2"                  "IKZF3"                 
##  [6705] "IKZF4"                  "IKZF5"                 
##  [6707] "IL10"                   "IL10RA"                
##  [6709] "IL10RB"                 "IL11"                  
##  [6711] "IL11RA"                 "IL12A"                 
##  [6713] "IL12B"                  "IL12RB1"               
##  [6715] "IL12RB2"                "IL13"                  
##  [6717] "IL13RA1"                "IL13RA2"               
##  [6719] "IL15"                   "IL15RA"                
##  [6721] "IL16"                   "IL17B"                 
##  [6723] "IL17C"                  "IL17D"                 
##  [6725] "IL17F"                  "IL17RA"                
##  [6727] "IL17RB"                 "IL17RC"                
##  [6729] "IL17RD"                 "IL17RE"                
##  [6731] "IL17REL"                "IL18"                  
##  [6733] "IL18BP"                 "IL18R1"                
##  [6735] "IL18RAP"                "IL19"                  
##  [6737] "IL1A"                   "IL1B"                  
##  [6739] "IL1R1"                  "IL1R2"                 
##  [6741] "IL1RAP"                 "IL1RAPL1"              
##  [6743] "IL1RL1"                 "IL1RL2"                
##  [6745] "IL1RN"                  "IL2"                   
##  [6747] "IL20"                   "IL20RA"                
##  [6749] "IL20RB"                 "IL21"                  
##  [6751] "IL21R"                  "IL21R-AS1"             
##  [6753] "IL22"                   "IL22RA1"               
##  [6755] "IL22RA2"                "IL23A"                 
##  [6757] "IL23R"                  "IL24"                  
##  [6759] "IL26"                   "IL27"                  
##  [6761] "IL27RA"                 "IL2RA"                 
##  [6763] "IL2RB"                  "IL2RG"                 
##  [6765] "IL31"                   "IL31RA"                
##  [6767] "IL32"                   "IL33"                  
##  [6769] "IL34"                   "IL36A"                 
##  [6771] "IL36B"                  "IL36G"                 
##  [6773] "IL36RN"                 "IL37"                  
##  [6775] "IL3RA"                  "IL4"                   
##  [6777] "IL4I1"                  "IL4R"                  
##  [6779] "IL5"                    "IL5RA"                 
##  [6781] "IL6"                    "IL6R"                  
##  [6783] "IL6ST"                  "IL7"                   
##  [6785] "IL7R"                   "IL9R"                  
##  [6787] "ILDR1"                  "ILDR2"                 
##  [6789] "ILF2"                   "ILF3"                  
##  [6791] "ILK"                    "ILKAP"                 
##  [6793] "ILVBL"                  "IMMP1L"                
##  [6795] "IMMP2L"                 "IMMT"                  
##  [6797] "IMP3"                   "IMP4"                  
##  [6799] "IMPA1"                  "IMPA2"                 
##  [6801] "IMPACT"                 "IMPDH1"                
##  [6803] "IMPDH2"                 "IMPG1"                 
##  [6805] "IMPG2"                  "INA"                   
##  [6807] "INCA1"                  "INCENP"                
##  [6809] "INE1"                   "INF2"                  
##  [6811] "ING1"                   "ING2"                  
##  [6813] "ING3"                   "ING4"                  
##  [6815] "ING5"                   "INGX"                  
##  [6817] "INHA"                   "INHBA"                 
##  [6819] "INHBA-AS1"              "INHBB"                 
##  [6821] "INHBC"                  "INHBE"                 
##  [6823] "INIP"                   "INMT"                  
##  [6825] "INO80"                  "INO80B"                
##  [6827] "INO80C"                 "INO80D"                
##  [6829] "INO80E"                 "INPP1"                 
##  [6831] "INPP4A"                 "INPP4B"                
##  [6833] "INPP5A"                 "INPP5B"                
##  [6835] "INPP5D"                 "INPP5E"                
##  [6837] "INPP5F"                 "INPP5J"                
##  [6839] "INPP5K"                 "INPPL1"                
##  [6841] "INSC"                   "INSIG1"                
##  [6843] "INSIG2"                 "INSL3"                 
##  [6845] "INSL4"                  "INSL6"                 
##  [6847] "INSM1"                  "INSM2"                 
##  [6849] "INSR"                   "INSRR"                 
##  [6851] "INTS1"                  "INTS10"                
##  [6853] "INTS12"                 "INTS2"                 
##  [6855] "INTS3"                  "INTS4"                 
##  [6857] "INTS5"                  "INTS6"                 
##  [6859] "INTS7"                  "INTS8"                 
##  [6861] "INTS9"                  "INTU"                  
##  [6863] "INVS"                   "IP6K1"                 
##  [6865] "IP6K2"                  "IP6K3"                 
##  [6867] "IPCEF1"                 "IPMK"                  
##  [6869] "IPO11"                  "IPO13"                 
##  [6871] "IPO4"                   "IPO5"                  
##  [6873] "IPO7"                   "IPO8"                  
##  [6875] "IPO9"                   "IPP"                   
##  [6877] "IPPK"                   "IQCA1"                 
##  [6879] "IQCB1"                  "IQCC"                  
##  [6881] "IQCD"                   "IQCE"                  
##  [6883] "IQCG"                   "IQCH"                  
##  [6885] "IQCH-AS1"               "IQCJ-SCHIP1"           
##  [6887] "IQCK"                   "IQGAP1"                
##  [6889] "IQGAP2"                 "IQGAP3"                
##  [6891] "IQSEC1"                 "IQSEC2"                
##  [6893] "IQSEC3"                 "IQUB"                  
##  [6895] "IRAK1"                  "IRAK1BP1"              
##  [6897] "IRAK2"                  "IRAK3"                 
##  [6899] "IREB2"                  "IRF1"                  
##  [6901] "IRF2"                   "IRF2BP1"               
##  [6903] "IRF2BP2"                "IRF2BPL"               
##  [6905] "IRF3"                   "IRF4"                  
##  [6907] "IRF5"                   "IRF6"                  
##  [6909] "IRF7"                   "IRF8"                  
##  [6911] "IRF9"                   "IRGC"                  
##  [6913] "IRGM"                   "IRGQ"                  
##  [6915] "IRS1"                   "IRS2"                  
##  [6917] "IRX2"                   "IRX3"                  
##  [6919] "IRX4"                   "IRX5"                  
##  [6921] "IRX6"                   "ISCA1"                 
##  [6923] "ISCA2"                  "ISCU"                  
##  [6925] "ISG15"                  "ISG20"                 
##  [6927] "ISG20L2"                "ISL1"                  
##  [6929] "ISL2"                   "ISLR"                  
##  [6931] "ISLR2"                  "ISM1"                  
##  [6933] "ISM1-AS1"               "ISM2"                  
##  [6935] "ISOC1"                  "ISOC2"                 
##  [6937] "IST1"                   "ISY1"                  
##  [6939] "ISYNA1"                 "ITCH"                  
##  [6941] "ITFG1"                  "ITFG2"                 
##  [6943] "ITGA1"                  "ITGA10"                
##  [6945] "ITGA11"                 "ITGA2"                 
##  [6947] "ITGA2B"                 "ITGA3"                 
##  [6949] "ITGA4"                  "ITGA5"                 
##  [6951] "ITGA6"                  "ITGA7"                 
##  [6953] "ITGA8"                  "ITGA9"                 
##  [6955] "ITGAD"                  "ITGAE"                 
##  [6957] "ITGAL"                  "ITGAM"                 
##  [6959] "ITGAV"                  "ITGAX"                 
##  [6961] "ITGB1"                  "ITGB1BP1"              
##  [6963] "ITGB1BP2"               "ITGB2"                 
##  [6965] "ITGB2-AS1"              "ITGB3"                 
##  [6967] "ITGB3BP"                "ITGB4"                 
##  [6969] "ITGB5"                  "ITGB6"                 
##  [6971] "ITGB7"                  "ITGB8"                 
##  [6973] "ITGBL1"                 "ITIH1"                 
##  [6975] "ITIH2"                  "ITIH3"                 
##  [6977] "ITIH4"                  "ITIH5"                 
##  [6979] "ITIH6"                  "ITK"                   
##  [6981] "ITLN1"                  "ITLN2"                 
##  [6983] "ITM2A"                  "ITM2B"                 
##  [6985] "ITM2C"                  "ITPA"                  
##  [6987] "ITPK1"                  "ITPKA"                 
##  [6989] "ITPKB"                  "ITPKC"                 
##  [6991] "ITPR1"                  "ITPR2"                 
##  [6993] "ITPR3"                  "ITPRIP"                
##  [6995] "ITPRIPL1"               "ITPRIPL2"              
##  [6997] "ITSN1"                  "ITSN2"                 
##  [6999] "IVD"                    "IVL"                   
##  [7001] "IVNS1ABP"               "IWS1"                  
##  [7003] "IYD"                    "IZUMO1"                
##  [7005] "IZUMO4"                 "JAG1"                  
##  [7007] "JAG2"                   "JAGN1"                 
##  [7009] "JAK1"                   "JAK2"                  
##  [7011] "JAK3"                   "JAKMIP1"               
##  [7013] "JAKMIP2"                "JAKMIP2-AS1"           
##  [7015] "JAKMIP3"                "JAM2"                  
##  [7017] "JAM3"                   "JARID2"                
##  [7019] "JAZF1"                  "JAZF1-AS1"             
##  [7021] "JDP2"                   "JKAMP"                 
##  [7023] "JMJD1C"                 "JMJD1C-AS1"            
##  [7025] "JMJD4"                  "JMJD6"                 
##  [7027] "JMJD7"                  "JMJD7-PLA2G4B"         
##  [7029] "JMJD8"                  "JMY"                   
##  [7031] "JOSD1"                  "JOSD2"                 
##  [7033] "JPH1"                   "JPH2"                  
##  [7035] "JPH3"                   "JPH4"                  
##  [7037] "JPX"                    "JRK"                   
##  [7039] "JRKL"                   "JSRP1"                 
##  [7041] "JTB"                    "JUN"                   
##  [7043] "JUNB"                   "JUND"                  
##  [7045] "JUP"                    "KAAG1"                 
##  [7047] "KALRN"                  "KANK1"                 
##  [7049] "KANK2"                  "KANK3"                 
##  [7051] "KANK4"                  "KANSL1"                
##  [7053] "KANSL1-AS1"             "KANSL1L"               
##  [7055] "KANSL2"                 "KANSL3"                
##  [7057] "KAT2A"                  "KAT2B"                 
##  [7059] "KAT5"                   "KAT6A"                 
##  [7061] "KAT6B"                  "KAT7"                  
##  [7063] "KAT8"                   "KATNA1"                
##  [7065] "KATNAL1"                "KATNAL2"               
##  [7067] "KATNB1"                 "KATNBL1"               
##  [7069] "KAZALD1"                "KAZN"                  
##  [7071] "KBTBD11"                "KBTBD12"               
##  [7073] "KBTBD2"                 "KBTBD3"                
##  [7075] "KBTBD4"                 "KBTBD6"                
##  [7077] "KBTBD7"                 "KBTBD8"                
##  [7079] "KCMF1"                  "KCNA1"                 
##  [7081] "KCNA10"                 "KCNA2"                 
##  [7083] "KCNA3"                  "KCNA5"                 
##  [7085] "KCNA7"                  "KCNAB1"                
##  [7087] "KCNAB2"                 "KCNAB3"                
##  [7089] "KCNB1"                  "KCNC1"                 
##  [7091] "KCNC3"                  "KCNC4"                 
##  [7093] "KCND1"                  "KCND2"                 
##  [7095] "KCND3"                  "KCNE1"                 
##  [7097] "KCNE2"                  "KCNE3"                 
##  [7099] "KCNE4"                  "KCNF1"                 
##  [7101] "KCNG1"                  "KCNG2"                 
##  [7103] "KCNG3"                  "KCNH1"                 
##  [7105] "KCNH2"                  "KCNH3"                 
##  [7107] "KCNH4"                  "KCNH6"                 
##  [7109] "KCNH7"                  "KCNH8"                 
##  [7111] "KCNIP2"                 "KCNIP3"                
##  [7113] "KCNIP4"                 "KCNJ1"                 
##  [7115] "KCNJ10"                 "KCNJ11"                
##  [7117] "KCNJ12"                 "KCNJ13"                
##  [7119] "KCNJ14"                 "KCNJ15"                
##  [7121] "KCNJ16"                 "KCNJ2"                 
##  [7123] "KCNJ2-AS1"              "KCNJ3"                 
##  [7125] "KCNJ4"                  "KCNJ5"                 
##  [7127] "KCNJ6"                  "KCNJ8"                 
##  [7129] "KCNJ9"                  "KCNK1"                 
##  [7131] "KCNK10"                 "KCNK12"                
##  [7133] "KCNK13"                 "KCNK15"                
##  [7135] "KCNK17"                 "KCNK2"                 
##  [7137] "KCNK3"                  "KCNK4"                 
##  [7139] "KCNK5"                  "KCNK6"                 
##  [7141] "KCNK7"                  "KCNK9"                 
##  [7143] "KCNMA1"                 "KCNMB1"                
##  [7145] "KCNMB2"                 "KCNMB3"                
##  [7147] "KCNMB4"                 "KCNN1"                 
##  [7149] "KCNN2"                  "KCNN3"                 
##  [7151] "KCNN4"                  "KCNQ1"                 
##  [7153] "KCNQ1OT1"               "KCNQ2"                 
##  [7155] "KCNQ3"                  "KCNQ4"                 
##  [7157] "KCNQ5"                  "KCNQ5-AS1"             
##  [7159] "KCNRG"                  "KCNS1"                 
##  [7161] "KCNS2"                  "KCNS3"                 
##  [7163] "KCNT1"                  "KCNT2"                 
##  [7165] "KCNU1"                  "KCNV1"                 
##  [7167] "KCNV2"                  "KCP"                   
##  [7169] "KCTD1"                  "KCTD10"                
##  [7171] "KCTD11"                 "KCTD12"                
##  [7173] "KCTD13"                 "KCTD14"                
##  [7175] "KCTD15"                 "KCTD16"                
##  [7177] "KCTD17"                 "KCTD18"                
##  [7179] "KCTD19"                 "KCTD2"                 
##  [7181] "KCTD20"                 "KCTD21"                
##  [7183] "KCTD3"                  "KCTD4"                 
##  [7185] "KCTD5"                  "KCTD6"                 
##  [7187] "KCTD7"                  "KCTD9"                 
##  [7189] "KDELR1"                 "KDELR2"                
##  [7191] "KDELR3"                 "KDM1A"                 
##  [7193] "KDM1B"                  "KDM2A"                 
##  [7195] "KDM2B"                  "KDM3A"                 
##  [7197] "KDM3B"                  "KDM4A"                 
##  [7199] "KDM4A-AS1"              "KDM4B"                 
##  [7201] "KDM4C"                  "KDM4D"                 
##  [7203] "KDM4E"                  "KDM5A"                 
##  [7205] "KDM5B"                  "KDM5C"                 
##  [7207] "KDM5D"                  "KDM6A"                 
##  [7209] "KDM6B"                  "KDM8"                  
##  [7211] "KDR"                    "KDSR"                  
##  [7213] "KEAP1"                  "KEL"                   
##  [7215] "KHDC1"                  "KHDC1L"                
##  [7217] "KHDRBS1"                "KHDRBS2"               
##  [7219] "KHDRBS3"                "KHK"                   
##  [7221] "KHNYN"                  "KHSRP"                 
##  [7223] "KIAA0040"               "KIAA0100"              
##  [7225] "KIAA0232"               "KIAA0319"              
##  [7227] "KIAA0319L"              "KIAA0408"              
##  [7229] "KIAA0513"               "KIAA0586"              
##  [7231] "KIAA0753"               "KIAA0825"              
##  [7233] "KIAA0895"               "KIAA0895L"             
##  [7235] "KIAA0930"               "KIAA1109"              
##  [7237] "KIAA1143"               "KIAA1191"              
##  [7239] "KIAA1217"               "KIAA1328"              
##  [7241] "KIAA1522"               "KIAA1549"              
##  [7243] "KIAA1549L"              "KIAA1586"              
##  [7245] "KIAA1614"               "KIAA1671"              
##  [7247] "KIAA1755"               "KIAA1841"              
##  [7249] "KIAA1958"               "KIAA2013"              
##  [7251] "KIAA2026"               "KIDINS220"             
##  [7253] "KIF11"                  "KIF12"                 
##  [7255] "KIF13A"                 "KIF13B"                
##  [7257] "KIF14"                  "KIF15"                 
##  [7259] "KIF16B"                 "KIF17"                 
##  [7261] "KIF18A"                 "KIF18B"                
##  [7263] "KIF19"                  "KIF1A"                 
##  [7265] "KIF1B"                  "KIF1C"                 
##  [7267] "KIF20A"                 "KIF20B"                
##  [7269] "KIF21A"                 "KIF21B"                
##  [7271] "KIF22"                  "KIF23"                 
##  [7273] "KIF24"                  "KIF25"                 
##  [7275] "KIF26A"                 "KIF26B"                
##  [7277] "KIF27"                  "KIF2A"                 
##  [7279] "KIF2C"                  "KIF3A"                 
##  [7281] "KIF3B"                  "KIF3C"                 
##  [7283] "KIF4A"                  "KIF4B"                 
##  [7285] "KIF5A"                  "KIF5B"                 
##  [7287] "KIF5C"                  "KIF6"                  
##  [7289] "KIF7"                   "KIF9"                  
##  [7291] "KIF9-AS1"               "KIFAP3"                
##  [7293] "KIFC1"                  "KIFC2"                 
##  [7295] "KIFC3"                  "KIN"                   
##  [7297] "KIR2DL1"                "KIR2DL3"               
##  [7299] "KIR2DL4"                "KIR2DS4"               
##  [7301] "KIR3DL1"                "KIR3DL2"               
##  [7303] "KIR3DX1"                "KIRREL2"               
##  [7305] "KIRREL3"                "KISS1"                 
##  [7307] "KISS1R"                 "KIT"                   
##  [7309] "KITLG"                  "KL"                    
##  [7311] "KLB"                    "KLC1"                  
##  [7313] "KLC2"                   "KLC3"                  
##  [7315] "KLC4"                   "KLF1"                  
##  [7317] "KLF10"                  "KLF11"                 
##  [7319] "KLF12"                  "KLF13"                 
##  [7321] "KLF14"                  "KLF15"                 
##  [7323] "KLF16"                  "KLF17"                 
##  [7325] "KLF2"                   "KLF3"                  
##  [7327] "KLF4"                   "KLF5"                  
##  [7329] "KLF6"                   "KLF7"                  
##  [7331] "KLF8"                   "KLF9"                  
##  [7333] "KLHDC1"                 "KLHDC10"               
##  [7335] "KLHDC2"                 "KLHDC3"                
##  [7337] "KLHDC4"                 "KLHDC7A"               
##  [7339] "KLHDC7B"                "KLHDC8A"               
##  [7341] "KLHDC8B"                "KLHDC9"                
##  [7343] "KLHL10"                 "KLHL11"                
##  [7345] "KLHL12"                 "KLHL13"                
##  [7347] "KLHL14"                 "KLHL15"                
##  [7349] "KLHL17"                 "KLHL18"                
##  [7351] "KLHL2"                  "KLHL20"                
##  [7353] "KLHL21"                 "KLHL22"                
##  [7355] "KLHL23"                 "KLHL24"                
##  [7357] "KLHL25"                 "KLHL26"                
##  [7359] "KLHL28"                 "KLHL29"                
##  [7361] "KLHL3"                  "KLHL30"                
##  [7363] "KLHL31"                 "KLHL32"                
##  [7365] "KLHL33"                 "KLHL34"                
##  [7367] "KLHL35"                 "KLHL36"                
##  [7369] "KLHL4"                  "KLHL41"                
##  [7371] "KLHL42"                 "KLHL5"                 
##  [7373] "KLHL6"                  "KLHL7"                 
##  [7375] "KLHL8"                  "KLHL9"                 
##  [7377] "KLK1"                   "KLK10"                 
##  [7379] "KLK11"                  "KLK13"                 
##  [7381] "KLK14"                  "KLK5"                  
##  [7383] "KLK6"                   "KLK7"                  
##  [7385] "KLK8"                   "KLK9"                  
##  [7387] "KLKB1"                  "KLKP1"                 
##  [7389] "KLLN"                   "KLRB1"                 
##  [7391] "KLRC1"                  "KLRC2"                 
##  [7393] "KLRC3"                  "KLRC4"                 
##  [7395] "KLRC4-KLRK1"            "KLRD1"                 
##  [7397] "KLRF1"                  "KLRG1"                 
##  [7399] "KLRG2"                  "KLRK1"                 
##  [7401] "KMO"                    "KNDC1"                 
##  [7403] "KNG1"                   "KNSTRN"                
##  [7405] "KNTC1"                  "KPNA1"                 
##  [7407] "KPNA2"                  "KPNA3"                 
##  [7409] "KPNA4"                  "KPNA5"                 
##  [7411] "KPNA6"                  "KPNA7"                 
##  [7413] "KPNB1"                  "KPTN"                  
##  [7415] "KRAS"                   "KRBA1"                 
##  [7417] "KRBA2"                  "KRBOX1"                
##  [7419] "KRBOX4"                 "KRCC1"                 
##  [7421] "KREMEN1"                "KREMEN2"               
##  [7423] "KRI1"                   "KRIT1"                 
##  [7425] "KRR1"                   "KRT1"                  
##  [7427] "KRT10"                  "KRT12"                 
##  [7429] "KRT13"                  "KRT14"                 
##  [7431] "KRT15"                  "KRT16"                 
##  [7433] "KRT16P2"                "KRT17"                 
##  [7435] "KRT18"                  "KRT18P55"              
##  [7437] "KRT19"                  "KRT2"                  
##  [7439] "KRT20"                  "KRT222"                
##  [7441] "KRT23"                  "KRT24"                 
##  [7443] "KRT3"                   "KRT31"                 
##  [7445] "KRT32"                  "KRT34"                 
##  [7447] "KRT36"                  "KRT39"                 
##  [7449] "KRT4"                   "KRT42P"                
##  [7451] "KRT5"                   "KRT6A"                 
##  [7453] "KRT6B"                  "KRT7"                  
##  [7455] "KRT72"                  "KRT73"                 
##  [7457] "KRT74"                  "KRT77"                 
##  [7459] "KRT78"                  "KRT79"                 
##  [7461] "KRT8"                   "KRT80"                 
##  [7463] "KRT81"                  "KRT83"                 
##  [7465] "KRT85"                  "KRT9"                  
##  [7467] "KRTAP1-1"               "KRTAP2-3"              
##  [7469] "KRTAP3-1"               "KRTAP4-1"              
##  [7471] "KRTAP4-4"               "KRTAP5-1"              
##  [7473] "KRTAP5-10"              "KRTAP5-7"              
##  [7475] "KRTAP5-8"               "KRTAP5-9"              
##  [7477] "KRTCAP2"                "KRTCAP3"               
##  [7479] "KRTDAP"                 "KSR1"                  
##  [7481] "KSR2"                   "KTI12"                 
##  [7483] "KTN1"                   "KTN1-AS1"              
##  [7485] "KXD1"                   "KY"                    
##  [7487] "KYNU"                   "L1CAM"                 
##  [7489] "L1TD1"                  "L2HGDH"                
##  [7491] "L3HYPDH"                "L3MBTL1"               
##  [7493] "L3MBTL2"                "L3MBTL3"               
##  [7495] "L3MBTL4"                "LACC1"                 
##  [7497] "LACTB"                  "LACTB2"                
##  [7499] "LAD1"                   "LAG3"                  
##  [7501] "LAGE3"                  "LAIR1"                 
##  [7503] "LAIR2"                  "LAMA1"                 
##  [7505] "LAMA2"                  "LAMA3"                 
##  [7507] "LAMA4"                  "LAMA5"                 
##  [7509] "LAMB1"                  "LAMB2"                 
##  [7511] "LAMB3"                  "LAMB4"                 
##  [7513] "LAMC1"                  "LAMC2"                 
##  [7515] "LAMC3"                  "LAMP1"                 
##  [7517] "LAMP2"                  "LAMP3"                 
##  [7519] "LAMP5"                  "LAMTOR1"               
##  [7521] "LAMTOR2"                "LAMTOR3"               
##  [7523] "LAMTOR4"                "LAMTOR5"               
##  [7525] "LANCL1"                 "LANCL2"                
##  [7527] "LANCL3"                 "LAP3"                  
##  [7529] "LAPTM4A"                "LAPTM4B"               
##  [7531] "LAPTM5"                 "LARP1"                 
##  [7533] "LARP1B"                 "LARP4"                 
##  [7535] "LARP4B"                 "LARP6"                 
##  [7537] "LARP7"                  "LARS2"                 
##  [7539] "LARS2-AS1"              "LAS1L"                 
##  [7541] "LASP1"                  "LAT"                   
##  [7543] "LAT2"                   "LATS1"                 
##  [7545] "LATS2"                  "LAX1"                  
##  [7547] "LAYN"                   "LBH"                   
##  [7549] "LBP"                    "LBR"                   
##  [7551] "LBX2"                   "LBX2-AS1"              
##  [7553] "LCA5"                   "LCA5L"                 
##  [7555] "LCAT"                   "LCE1B"                 
##  [7557] "LCE1E"                  "LCE1F"                 
##  [7559] "LCE3A"                  "LCE3D"                 
##  [7561] "LCE3E"                  "LCK"                   
##  [7563] "LCLAT1"                 "LCMT1"                 
##  [7565] "LCMT2"                  "LCN10"                 
##  [7567] "LCN12"                  "LCN15"                 
##  [7569] "LCN2"                   "LCN8"                  
##  [7571] "LCNL1"                  "LCOR"                  
##  [7573] "LCORL"                  "LCP1"                  
##  [7575] "LCP2"                   "LCT"                   
##  [7577] "LCTL"                   "LDB1"                  
##  [7579] "LDB2"                   "LDB3"                  
##  [7581] "LDHA"                   "LDHAL6A"               
##  [7583] "LDHAL6B"                "LDHB"                  
##  [7585] "LDHC"                   "LDHD"                  
##  [7587] "LDLR"                   "LDLRAD1"               
##  [7589] "LDLRAD2"                "LDLRAD3"               
##  [7591] "LDLRAD4"                "LDLRAP1"               
##  [7593] "LDOC1"                  "LEAP2"                 
##  [7595] "LEF1"                   "LEF1-AS1"              
##  [7597] "LEFTY1"                 "LEFTY2"                
##  [7599] "LEKR1"                  "LEMD1"                 
##  [7601] "LEMD2"                  "LEMD3"                 
##  [7603] "LENEP"                  "LENG1"                 
##  [7605] "LENG8"                  "LENG9"                 
##  [7607] "LEO1"                   "LEP"                   
##  [7609] "LEPR"                   "LEPROT"                
##  [7611] "LEPROTL1"               "LETM1"                 
##  [7613] "LETM2"                  "LETMD1"                
##  [7615] "LFNG"                   "LGALS1"                
##  [7617] "LGALS12"                "LGALS2"                
##  [7619] "LGALS3"                 "LGALS3BP"              
##  [7621] "LGALS4"                 "LGALS7B"               
##  [7623] "LGALS8"                 "LGALS8-AS1"            
##  [7625] "LGALS9"                 "LGALS9B"               
##  [7627] "LGALS9C"                "LGALSL"                
##  [7629] "LGI2"                   "LGI3"                  
##  [7631] "LGI4"                   "LGMN"                  
##  [7633] "LGR4"                   "LGR5"                  
##  [7635] "LGR6"                   "LGSN"                  
##  [7637] "LHB"                    "LHFPL1"                
##  [7639] "LHFPL2"                 "LHFPL3-AS2"            
##  [7641] "LHFPL4"                 "LHFPL5"                
##  [7643] "LHPP"                   "LHX1"                  
##  [7645] "LHX2"                   "LHX3"                  
##  [7647] "LHX4"                   "LHX6"                  
##  [7649] "LHX8"                   "LHX9"                  
##  [7651] "LIAS"                   "LIF"                   
##  [7653] "LIFR"                   "LIG1"                  
##  [7655] "LIG3"                   "LIG4"                  
##  [7657] "LILRA1"                 "LILRA2"                
##  [7659] "LILRA4"                 "LILRA5"                
##  [7661] "LILRA6"                 "LILRB1"                
##  [7663] "LILRB2"                 "LILRB3"                
##  [7665] "LILRB4"                 "LILRB5"                
##  [7667] "LIM2"                   "LIMA1"                 
##  [7669] "LIMCH1"                 "LIMD1"                 
##  [7671] "LIMD1-AS1"              "LIMD2"                 
##  [7673] "LIME1"                  "LIMK1"                 
##  [7675] "LIMK2"                  "LIMS1"                 
##  [7677] "LIMS2"                  "LIN28A"                
##  [7679] "LIN28B"                 "LIN37"                 
##  [7681] "LIN52"                  "LIN54"                 
##  [7683] "LIN7A"                  "LIN7B"                 
##  [7685] "LIN7C"                  "LIN9"                  
##  [7687] "LINC-ROR"               "LINC00032"             
##  [7689] "LINC00051"              "LINC00092"             
##  [7691] "LINC00112"              "LINC00113"             
##  [7693] "LINC00114"              "LINC00115"             
##  [7695] "LINC00158"              "LINC00161"             
##  [7697] "LINC00167"              "LINC00173"             
##  [7699] "LINC00174"              "LINC00184"             
##  [7701] "LINC00189"              "LINC00200"             
##  [7703] "LINC00222"              "LINC00235"             
##  [7705] "LINC00239"              "LINC00240"             
##  [7707] "LINC00242"              "LINC00261"             
##  [7709] "LINC00265"              "LINC00266-1"           
##  [7711] "LINC00271"              "LINC00278"             
##  [7713] "LINC00294"              "LINC00299"             
##  [7715] "LINC00304"              "LINC00309"             
##  [7717] "LINC00310"              "LINC00311"             
##  [7719] "LINC00313"              "LINC00319"             
##  [7721] "LINC00323"              "LINC00324"             
##  [7723] "LINC00326"              "LINC00327"             
##  [7725] "LINC00330"              "LINC00336"             
##  [7727] "LINC00339"              "LINC00381"             
##  [7729] "LINC00398"              "LINC00426"             
##  [7731] "LINC00443"              "LINC00460"             
##  [7733] "LINC00461"              "LINC00462"             
##  [7735] "LINC00466"              "LINC00467"             
##  [7737] "LINC00469"              "LINC00470"             
##  [7739] "LINC00471"              "LINC00472"             
##  [7741] "LINC00475"              "LINC00476"             
##  [7743] "LINC00477"              "LINC00479"             
##  [7745] "LINC00482"              "LINC00486"             
##  [7747] "LINC00487"              "LINC00488"             
##  [7749] "LINC00494"              "LINC00511"             
##  [7751] "LINC00514"              "LINC00518"             
##  [7753] "LINC00520"              "LINC00525"             
##  [7755] "LINC00526"              "LINC00534"             
##  [7757] "LINC00535"              "LINC00536"             
##  [7759] "LINC00544"              "LINC00551"             
##  [7761] "LINC00563"              "LINC00565"             
##  [7763] "LINC00570"              "LINC00571"             
##  [7765] "LINC00574"              "LINC00578"             
##  [7767] "LINC00582"              "LINC00589"             
##  [7769] "LINC00592"              "LINC00595"             
##  [7771] "LINC00598"              "LINC00601"             
##  [7773] "LINC00602"              "LINC00605"             
##  [7775] "LINC00607"              "LINC00612"             
##  [7777] "LINC00622"              "LINC00623"             
##  [7779] "LINC00624"              "LINC00628"             
##  [7781] "LINC00629"              "LINC00630"             
##  [7783] "LINC00634"              "LINC00638"             
##  [7785] "LINC00639"              "LINC00640"             
##  [7787] "LINC00641"              "LINC00642"             
##  [7789] "LINC00643"              "LINC00648"             
##  [7791] "LINC00649"              "LINC00652"             
##  [7793] "LINC00654"              "LINC00656"             
##  [7795] "LINC00658"              "LINC00659"             
##  [7797] "LINC00661"              "LINC00662"             
##  [7799] "LINC00663"              "LINC00665"             
##  [7801] "LINC00667"              "LINC00668"             
##  [7803] "LINC00671"              "LINC00672"             
##  [7805] "LINC00674"              "LINC00685"             
##  [7807] "LINC00689"              "LINC00707"             
##  [7809] "LINC00839"              "LINC00842"             
##  [7811] "LINC00847"              "LINC00852"             
##  [7813] "LINC00853"              "LINC00857"             
##  [7815] "LINC00858"              "LINGO1"                
##  [7817] "LINGO2"                 "LINGO3"                
##  [7819] "LINGO4"                 "LIPA"                  
##  [7821] "LIPC"                   "LIPE"                  
##  [7823] "LIPG"                   "LIPH"                  
##  [7825] "LIPJ"                   "LIPN"                  
##  [7827] "LIPT1"                  "LIPT2"                 
##  [7829] "LITAF"                  "LIX1"                  
##  [7831] "LIX1L"                  "LLGL1"                 
##  [7833] "LLGL2"                  "LLPH"                  
##  [7835] "LMAN1"                  "LMAN1L"                
##  [7837] "LMAN2"                  "LMAN2L"                
##  [7839] "LMBR1"                  "LMBR1L"                
##  [7841] "LMBRD1"                 "LMBRD2"                
##  [7843] "LMCD1"                  "LMCD1-AS1"             
##  [7845] "LMF1"                   "LMF2"                  
##  [7847] "LMLN"                   "LMNA"                  
##  [7849] "LMNB1"                  "LMNB2"                 
##  [7851] "LMO1"                   "LMO2"                  
##  [7853] "LMO3"                   "LMO4"                  
##  [7855] "LMO7"                   "LMOD1"                 
##  [7857] "LMOD2"                  "LMOD3"                 
##  [7859] "LMTK2"                  "LMTK3"                 
##  [7861] "LMX1B"                  "LNP1"                  
##  [7863] "LNPEP"                  "LNX1"                  
##  [7865] "LNX1-AS2"               "LNX2"                  
##  [7867] "LOH12CR2"               "LONP1"                 
##  [7869] "LONP2"                  "LONRF1"                
##  [7871] "LONRF2"                 "LONRF3"                
##  [7873] "LOX"                    "LOXHD1"                
##  [7875] "LOXL1"                  "LOXL1-AS1"             
##  [7877] "LOXL2"                  "LOXL3"                 
##  [7879] "LOXL4"                  "LPA"                   
##  [7881] "LPAL2"                  "LPAR1"                 
##  [7883] "LPAR2"                  "LPAR3"                 
##  [7885] "LPAR4"                  "LPAR5"                 
##  [7887] "LPAR6"                  "LPCAT1"                
##  [7889] "LPCAT2"                 "LPCAT3"                
##  [7891] "LPCAT4"                 "LPGAT1"                
##  [7893] "LPIN1"                  "LPIN2"                 
##  [7895] "LPIN3"                  "LPL"                   
##  [7897] "LPO"                    "LPP"                   
##  [7899] "LPP-AS2"                "LPXN"                  
##  [7901] "LRAT"                   "LRBA"                  
##  [7903] "LRCH1"                  "LRCH2"                 
##  [7905] "LRCH3"                  "LRCH4"                 
##  [7907] "LRCOL1"                 "LRFN1"                 
##  [7909] "LRFN2"                  "LRFN3"                 
##  [7911] "LRFN4"                  "LRG1"                  
##  [7913] "LRGUK"                  "LRIF1"                 
##  [7915] "LRIG1"                  "LRIG2"                 
##  [7917] "LRIG3"                  "LRIT3"                 
##  [7919] "LRP1"                   "LRP10"                 
##  [7921] "LRP11"                  "LRP12"                 
##  [7923] "LRP1B"                  "LRP2"                  
##  [7925] "LRP2BP"                 "LRP3"                  
##  [7927] "LRP4"                   "LRP4-AS1"              
##  [7929] "LRP5"                   "LRP5L"                 
##  [7931] "LRP6"                   "LRP8"                  
##  [7933] "LRPAP1"                 "LRPPRC"                
##  [7935] "LRR1"                   "LRRC1"                 
##  [7937] "LRRC10B"                "LRRC14"                
##  [7939] "LRRC15"                 "LRRC17"                
##  [7941] "LRRC18"                 "LRRC19"                
##  [7943] "LRRC2"                  "LRRC2-AS1"             
##  [7945] "LRRC20"                 "LRRC23"                
##  [7947] "LRRC24"                 "LRRC25"                
##  [7949] "LRRC26"                 "LRRC27"                
##  [7951] "LRRC28"                 "LRRC29"                
##  [7953] "LRRC3"                  "LRRC31"                
##  [7955] "LRRC32"                 "LRRC34"                
##  [7957] "LRRC36"                 "LRRC37A"               
##  [7959] "LRRC37A11P"             "LRRC37A2"              
##  [7961] "LRRC37A3"               "LRRC37A4P"             
##  [7963] "LRRC37A5P"              "LRRC37A6P"             
##  [7965] "LRRC37B"                "LRRC39"                
##  [7967] "LRRC3C"                 "LRRC4"                 
##  [7969] "LRRC40"                 "LRRC41"                
##  [7971] "LRRC42"                 "LRRC43"                
##  [7973] "LRRC45"                 "LRRC46"                
##  [7975] "LRRC47"                 "LRRC49"                
##  [7977] "LRRC4B"                 "LRRC55"                
##  [7979] "LRRC56"                 "LRRC57"                
##  [7981] "LRRC58"                 "LRRC59"                
##  [7983] "LRRC6"                  "LRRC61"                
##  [7985] "LRRC66"                 "LRRC69"                
##  [7987] "LRRC7"                  "LRRC70"                
##  [7989] "LRRC71"                 "LRRC73"                
##  [7991] "LRRC8A"                 "LRRC8B"                
##  [7993] "LRRC8C"                 "LRRC8D"                
##  [7995] "LRRC8E"                 "LRRC9"                 
##  [7997] "LRRCC1"                 "LRRD1"                 
##  [7999] "LRRFIP1"                "LRRFIP2"               
##  [8001] "LRRIQ1"                 "LRRIQ3"                
##  [8003] "LRRIQ4"                 "LRRK1"                 
##  [8005] "LRRK2"                  "LRRN1"                 
##  [8007] "LRRN2"                  "LRRN3"                 
##  [8009] "LRRN4"                  "LRRN4CL"               
##  [8011] "LRRTM2"                 "LRSAM1"                
##  [8013] "LRTM2"                  "LRTOMT"                
##  [8015] "LRWD1"                  "LSAMP"                 
##  [8017] "LSG1"                   "LSM1"                  
##  [8019] "LSM10"                  "LSM11"                 
##  [8021] "LSM12"                  "LSM14A"                
##  [8023] "LSM14B"                 "LSM2"                  
##  [8025] "LSM3"                   "LSM5"                  
##  [8027] "LSM6"                   "LSM7"                  
##  [8029] "LSP1"                   "LSR"                   
##  [8031] "LSS"                    "LST1"                  
##  [8033] "LTA"                    "LTA4H"                 
##  [8035] "LTB"                    "LTB4R"                 
##  [8037] "LTB4R2"                 "LTBP1"                 
##  [8039] "LTBP2"                  "LTBP3"                 
##  [8041] "LTBP4"                  "LTBR"                  
##  [8043] "LTC4S"                  "LTF"                   
##  [8045] "LTK"                    "LTN1"                  
##  [8047] "LTV1"                   "LUC7L"                 
##  [8049] "LUC7L2"                 "LUC7L3"                
##  [8051] "LUM"                    "LURAP1"                
##  [8053] "LURAP1L"                "LUZP1"                 
##  [8055] "LUZP2"                  "LXN"                   
##  [8057] "LY6D"                   "LY6E"                  
##  [8059] "LY6G5B"                 "LY6G5C"                
##  [8061] "LY6G6C"                 "LY6G6D"                
##  [8063] "LY6G6E"                 "LY6G6F"                
##  [8065] "LY6K"                   "LY75"                  
##  [8067] "LY75-CD302"             "LY86"                  
##  [8069] "LY86-AS1"               "LY9"                   
##  [8071] "LY96"                   "LYAR"                  
##  [8073] "LYG1"                   "LYG2"                  
##  [8075] "LYL1"                   "LYN"                   
##  [8077] "LYNX1"                  "LYPD1"                 
##  [8079] "LYPD2"                  "LYPD3"                 
##  [8081] "LYPD4"                  "LYPD5"                 
##  [8083] "LYPD6"                  "LYPD6B"                
##  [8085] "LYPD8"                  "LYPLA1"                
##  [8087] "LYPLA2"                 "LYPLAL1"               
##  [8089] "LYRM1"                  "LYRM2"                 
##  [8091] "LYRM4"                  "LYRM7"                 
##  [8093] "LYRM9"                  "LYSMD1"                
##  [8095] "LYSMD2"                 "LYSMD3"                
##  [8097] "LYSMD4"                 "LYST"                  
##  [8099] "LYVE1"                  "LYZ"                   
##  [8101] "LZIC"                   "LZTFL1"                
##  [8103] "LZTR1"                  "LZTS1"                 
##  [8105] "LZTS2"                  "M1AP"                  
##  [8107] "M6PR"                   "MAB21L1"               
##  [8109] "MAB21L2"                "MAB21L3"               
##  [8111] "MACC1"                  "MACC1-AS1"             
##  [8113] "MACF1"                  "MACROD1"               
##  [8115] "MACROD2"                "MAD1L1"                
##  [8117] "MAD2L1"                 "MAD2L1BP"              
##  [8119] "MAD2L2"                 "MADCAM1"               
##  [8121] "MADD"                   "MAEA"                  
##  [8123] "MAEL"                   "MAF"                   
##  [8125] "MAF1"                   "MAFA"                  
##  [8127] "MAFB"                   "MAFF"                  
##  [8129] "MAFG"                   "MAFK"                  
##  [8131] "MAG"                    "MAGEA6"                
##  [8133] "MAGEA8"                 "MAGEB5"                
##  [8135] "MAGEB6"                 "MAGEC2"                
##  [8137] "MAGED1"                 "MAGED2"                
##  [8139] "MAGEE1"                 "MAGEF1"                
##  [8141] "MAGEH1"                 "MAGI1"                 
##  [8143] "MAGI2"                  "MAGI2-AS3"             
##  [8145] "MAGI3"                  "MAGIX"                 
##  [8147] "MAGOH"                  "MAGOHB"                
##  [8149] "MAGT1"                  "MAK"                   
##  [8151] "MAK16"                  "MAL"                   
##  [8153] "MAL2"                   "MALAT1"                
##  [8155] "MALL"                   "MALSU1"                
##  [8157] "MALT1"                  "MAMDC2"                
##  [8159] "MAMDC4"                 "MAML1"                 
##  [8161] "MAML2"                  "MAML3"                 
##  [8163] "MAMLD1"                 "MAMSTR"                
##  [8165] "MAN1A1"                 "MAN1A2"                
##  [8167] "MAN1B1"                 "MAN1C1"                
##  [8169] "MAN2A1"                 "MAN2A2"                
##  [8171] "MAN2B1"                 "MAN2B2"                
##  [8173] "MAN2C1"                 "MANBA"                 
##  [8175] "MANBAL"                 "MANEA"                 
##  [8177] "MANEAL"                 "MANF"                  
##  [8179] "MANSC1"                 "MANSC4"                
##  [8181] "MAOA"                   "MAOB"                  
##  [8183] "MAP10"                  "MAP1A"                 
##  [8185] "MAP1B"                  "MAP1LC3A"              
##  [8187] "MAP1LC3B"               "MAP1LC3B2"             
##  [8189] "MAP1LC3C"               "MAP1S"                 
##  [8191] "MAP2"                   "MAP2K1"                
##  [8193] "MAP2K2"                 "MAP2K3"                
##  [8195] "MAP2K4"                 "MAP2K4P1"              
##  [8197] "MAP2K5"                 "MAP2K6"                
##  [8199] "MAP2K7"                 "MAP3K1"                
##  [8201] "MAP3K10"                "MAP3K11"               
##  [8203] "MAP3K12"                "MAP3K13"               
##  [8205] "MAP3K14"                "MAP3K14-AS1"           
##  [8207] "MAP3K15"                "MAP3K19"               
##  [8209] "MAP3K2"                 "MAP3K3"                
##  [8211] "MAP3K4"                 "MAP3K5"                
##  [8213] "MAP3K6"                 "MAP3K7"                
##  [8215] "MAP3K8"                 "MAP3K9"                
##  [8217] "MAP4"                   "MAP4K1"                
##  [8219] "MAP4K2"                 "MAP4K3"                
##  [8221] "MAP4K4"                 "MAP4K5"                
##  [8223] "MAP6"                   "MAP6D1"                
##  [8225] "MAP7"                   "MAP7D1"                
##  [8227] "MAP7D2"                 "MAP7D3"                
##  [8229] "MAP9"                   "MAPK1"                 
##  [8231] "MAPK10"                 "MAPK11"                
##  [8233] "MAPK12"                 "MAPK13"                
##  [8235] "MAPK14"                 "MAPK15"                
##  [8237] "MAPK1IP1L"              "MAPK3"                 
##  [8239] "MAPK4"                  "MAPK6"                 
##  [8241] "MAPK7"                  "MAPK8"                 
##  [8243] "MAPK8IP1"               "MAPK8IP2"              
##  [8245] "MAPK8IP3"               "MAPK9"                 
##  [8247] "MAPKAP1"                "MAPKAPK2"              
##  [8249] "MAPKAPK3"               "MAPKAPK5"              
##  [8251] "MAPKAPK5-AS1"           "MAPKBP1"               
##  [8253] "MAPRE1"                 "MAPRE2"                
##  [8255] "MAPRE3"                 "MAPT"                  
##  [8257] "MARCKS"                 "MARCKSL1"              
##  [8259] "MARCO"                  "MARK1"                 
##  [8261] "MARK2"                  "MARK2P9"               
##  [8263] "MARK3"                  "MARK4"                 
##  [8265] "MARS2"                  "MARVELD1"              
##  [8267] "MARVELD2"               "MARVELD3"              
##  [8269] "MAS1"                   "MASP1"                 
##  [8271] "MASP2"                  "MAST1"                 
##  [8273] "MAST2"                  "MAST3"                 
##  [8275] "MAST4"                  "MASTL"                 
##  [8277] "MAT1A"                  "MAT2A"                 
##  [8279] "MAT2B"                  "MATK"                  
##  [8281] "MATN1"                  "MATN1-AS1"             
##  [8283] "MATN2"                  "MATN3"                 
##  [8285] "MATN4"                  "MATR3"                 
##  [8287] "MAU2"                   "MAVS"                  
##  [8289] "MAX"                    "MAZ"                   
##  [8291] "MB"                     "MB21D2"                
##  [8293] "MBD1"                   "MBD2"                  
##  [8295] "MBD3"                   "MBD4"                  
##  [8297] "MBD5"                   "MBD6"                  
##  [8299] "MBIP"                   "MBLAC1"                
##  [8301] "MBLAC2"                 "MBNL1"                 
##  [8303] "MBNL1-AS1"              "MBNL2"                 
##  [8305] "MBNL3"                  "MBOAT1"                
##  [8307] "MBOAT2"                 "MBOAT4"                
##  [8309] "MBOAT7"                 "MBP"                   
##  [8311] "MBTD1"                  "MBTPS1"                
##  [8313] "MBTPS2"                 "MC1R"                  
##  [8315] "MC4R"                   "MCAM"                  
##  [8317] "MCAT"                   "MCC"                   
##  [8319] "MCCC1"                  "MCCC2"                 
##  [8321] "MCEE"                   "MCF2"                  
##  [8323] "MCF2L"                  "MCF2L-AS1"             
##  [8325] "MCF2L2"                 "MCFD2"                 
##  [8327] "MCHR1"                  "MCL1"                  
##  [8329] "MCM10"                  "MCM2"                  
##  [8331] "MCM3"                   "MCM3AP"                
##  [8333] "MCM3AP-AS1"             "MCM4"                  
##  [8335] "MCM5"                   "MCM6"                  
##  [8337] "MCM7"                   "MCM8"                  
##  [8339] "MCM9"                   "MCMBP"                 
##  [8341] "MCMDC2"                 "MCOLN1"                
##  [8343] "MCOLN2"                 "MCOLN3"                
##  [8345] "MCPH1"                  "MCRS1"                 
##  [8347] "MCTP1"                  "MCTP2"                 
##  [8349] "MCTS1"                  "MCU"                   
##  [8351] "MDC1"                   "MDFI"                  
##  [8353] "MDFIC"                  "MDGA1"                 
##  [8355] "MDGA2"                  "MDH1"                  
##  [8357] "MDH1B"                  "MDH2"                  
##  [8359] "MDK"                    "MDM1"                  
##  [8361] "MDM2"                   "MDM4"                  
##  [8363] "MDN1"                   "MDP1"                  
##  [8365] "MDS2"                   "ME1"                   
##  [8367] "ME2"                    "ME3"                   
##  [8369] "MEA1"                   "MEAF6"                 
##  [8371] "MECOM"                  "MECP2"                 
##  [8373] "MECR"                   "MED1"                  
##  [8375] "MED10"                  "MED11"                 
##  [8377] "MED12"                  "MED12L"                
##  [8379] "MED13"                  "MED13L"                
##  [8381] "MED14"                  "MED15"                 
##  [8383] "MED16"                  "MED17"                 
##  [8385] "MED18"                  "MED19"                 
##  [8387] "MED20"                  "MED21"                 
##  [8389] "MED22"                  "MED23"                 
##  [8391] "MED24"                  "MED25"                 
##  [8393] "MED26"                  "MED27"                 
##  [8395] "MED28"                  "MED29"                 
##  [8397] "MED30"                  "MED31"                 
##  [8399] "MED4"                   "MED4-AS1"              
##  [8401] "MED6"                   "MED7"                  
##  [8403] "MED8"                   "MED9"                  
##  [8405] "MEDAG"                  "MEF2A"                 
##  [8407] "MEF2B"                  "MEF2C"                 
##  [8409] "MEF2D"                  "MEFV"                  
##  [8411] "MEG3"                   "MEG8"                  
##  [8413] "MEG9"                   "MEGF10"                
##  [8415] "MEGF11"                 "MEGF6"                 
##  [8417] "MEGF8"                  "MEGF9"                 
##  [8419] "MEI1"                   "MEIG1"                 
##  [8421] "MEIOB"                  "MEIS1"                 
##  [8423] "MEIS1-AS3"              "MEIS2"                 
##  [8425] "MEIS3"                  "MEIS3P1"               
##  [8427] "MELK"                   "MEMO1"                 
##  [8429] "MEN1"                   "MEOX1"                 
##  [8431] "MEOX2"                  "MEP1A"                 
##  [8433] "MEP1B"                  "MEPCE"                 
##  [8435] "MERTK"                  "MESP1"                 
##  [8437] "MESP2"                  "MEST"                  
##  [8439] "MESTIT1"                "MET"                   
##  [8441] "METAP1"                 "METAP1D"               
##  [8443] "METAP2"                 "METRN"                 
##  [8445] "METRNL"                 "METTL1"                
##  [8447] "METTL14"                "METTL15"               
##  [8449] "METTL16"                "METTL17"               
##  [8451] "METTL18"                "METTL21A"              
##  [8453] "METTL21C"               "METTL21EP"             
##  [8455] "METTL22"                "METTL23"               
##  [8457] "METTL24"                "METTL25"               
##  [8459] "METTL2A"                "METTL2B"               
##  [8461] "METTL3"                 "METTL4"                
##  [8463] "METTL5"                 "METTL6"                
##  [8465] "METTL7A"                "METTL7B"               
##  [8467] "METTL8"                 "METTL9"                
##  [8469] "MEX3A"                  "MEX3B"                 
##  [8471] "MEX3C"                  "MEX3D"                 
##  [8473] "MFAP1"                  "MFAP2"                 
##  [8475] "MFAP3"                  "MFAP3L"                
##  [8477] "MFAP4"                  "MFAP5"                 
##  [8479] "MFF"                    "MFGE8"                 
##  [8481] "MFHAS1"                 "MFN1"                  
##  [8483] "MFN2"                   "MFNG"                  
##  [8485] "MFSD1"                  "MFSD10"                
##  [8487] "MFSD11"                 "MFSD12"                
##  [8489] "MFSD2A"                 "MFSD2B"                
##  [8491] "MFSD3"                  "MFSD5"                 
##  [8493] "MFSD6"                  "MFSD6L"                
##  [8495] "MFSD8"                  "MFSD9"                 
##  [8497] "MGA"                    "MGAM"                  
##  [8499] "MGARP"                  "MGAT1"                 
##  [8501] "MGAT2"                  "MGAT3"                 
##  [8503] "MGAT4A"                 "MGAT4B"                
##  [8505] "MGAT4C"                 "MGAT5"                 
##  [8507] "MGAT5B"                 "MGLL"                  
##  [8509] "MGME1"                  "MGMT"                  
##  [8511] "MGP"                    "MGRN1"                 
##  [8513] "MGST1"                  "MGST2"                 
##  [8515] "MGST3"                  "MIA"                   
##  [8517] "MIA2"                   "MIA3"                  
##  [8519] "MIAT"                   "MIB1"                  
##  [8521] "MIB2"                   "MICA"                  
##  [8523] "MICAL1"                 "MICAL2"                
##  [8525] "MICAL3"                 "MICALL1"               
##  [8527] "MICALL2"                "MICB"                  
##  [8529] "MICU1"                  "MID1"                  
##  [8531] "MID1IP1"                "MID2"                  
##  [8533] "MIDN"                   "MIEN1"                 
##  [8535] "MIER1"                  "MIER2"                 
##  [8537] "MIER3"                  "MIF"                   
##  [8539] "MIF4GD"                 "MIIP"                  
##  [8541] "MILR1"                  "MINK1"                 
##  [8543] "MINPP1"                 "MIOS"                  
##  [8545] "MIOX"                   "MIP"                   
##  [8547] "MIPEP"                  "MIPEPP3"               
##  [8549] "MIPOL1"                 "MIR100HG"              
##  [8551] "MIR103A2"               "MIR106B"               
##  [8553] "MIR1180"                "MIR1200"               
##  [8555] "MIR1203"                "MIR1204"               
##  [8557] "MIR1206"                "MIR1244-2"             
##  [8559] "MIR1244-3"              "MIR1247"               
##  [8561] "MIR1249"                "MIR1250"               
##  [8563] "MIR1256"                "MIR125B2"              
##  [8565] "MIR1276"                "MIR1281"               
##  [8567] "MIR1282"                "MIR1284"               
##  [8569] "MIR1286"                "MIR1291"               
##  [8571] "MIR1301"                "MIR1304"               
##  [8573] "MIR130B"                "MIR132"                
##  [8575] "MIR137HG"               "MIR138-1"              
##  [8577] "MIR141"                 "MIR1469"               
##  [8579] "MIR146A"                "MIR148B"               
##  [8581] "MIR150"                 "MIR1537"               
##  [8583] "MIR1538"                "MIR155HG"              
##  [8585] "MIR17HG"                "MIR181A2HG"            
##  [8587] "MIR181B1"               "MIR185"                
##  [8589] "MIR186"                 "MIR1908"               
##  [8591] "MIR1914"                "MIR1915"               
##  [8593] "MIR192"                 "MIR196A1"              
##  [8595] "MIR1972-2"              "MIR199A1"              
##  [8597] "MIR200A"                "MIR200B"               
##  [8599] "MIR21"                  "MIR210"                
##  [8601] "MIR210HG"               "MIR2116"               
##  [8603] "MIR215"                 "MIR221"                
##  [8605] "MIR222"                 "MIR22HG"               
##  [8607] "MIR2355"                "MIR23A"                
##  [8609] "MIR23B"                 "MIR24-1"               
##  [8611] "MIR2467"                "MIR25"                 
##  [8613] "MIR2682"                "MIR26A2"               
##  [8615] "MIR26B"                 "MIR27A"                
##  [8617] "MIR27B"                 "MIR29A"                
##  [8619] "MIR29B2"                "MIR29C"                
##  [8621] "MIR302C"                "MIR3064"               
##  [8623] "MIR3074"                "MIR30C1"               
##  [8625] "MIR30C2"                "MIR31"                 
##  [8627] "MIR3124"                "MIR3125"               
##  [8629] "MIR3127"                "MIR3128"               
##  [8631] "MIR3131"                "MIR3134"               
##  [8633] "MIR3136"                "MIR3138"               
##  [8635] "MIR3140"                "MIR3143"               
##  [8637] "MIR3146"                "MIR3153"               
##  [8639] "MIR3162"                "MIR3173"               
##  [8641] "MIR3175"                "MIR3176"               
##  [8643] "MIR3177"                "MIR3178"               
##  [8645] "MIR3186"                "MIR3188"               
##  [8647] "MIR3189"                "MIR3191"               
##  [8649] "MIR3192"                "MIR3194"               
##  [8651] "MIR3198-1"              "MIR31HG"               
##  [8653] "MIR32"                  "MIR320A"               
##  [8655] "MIR320B2"               "MIR320C1"              
##  [8657] "MIR320E"                "MIR324"                
##  [8659] "MIR326"                 "MIR330"                
##  [8661] "MIR331"                 "MIR339"                
##  [8663] "MIR33B"                 "MIR345"                
##  [8665] "MIR34A"                 "MIR3605"               
##  [8667] "MIR3609"                "MIR3613"               
##  [8669] "MIR3662"                "MIR3671"               
##  [8671] "MIR3677"                "MIR3679"               
##  [8673] "MIR3680-2"              "MIR3682"               
##  [8675] "MIR3685"                "MIR373"                
##  [8677] "MIR374B"                "MIR378D2"              
##  [8679] "MIR378E"                "MIR3909"               
##  [8681] "MIR3911"                "MIR3916"               
##  [8683] "MIR3936"                "MIR3939"               
##  [8685] "MIR3942"                "MIR3944"               
##  [8687] "MIR3975"                "MIR3978"               
##  [8689] "MIR421"                 "MIR423"                
##  [8691] "MIR425"                 "MIR4257"               
##  [8693] "MIR4258"                "MIR4263"               
##  [8695] "MIR4284"                "MIR4285"               
##  [8697] "MIR429"                 "MIR4292"               
##  [8699] "MIR4295"                "MIR4296"               
##  [8701] "MIR4304"                "MIR4308"               
##  [8703] "MIR4312"                "MIR4319"               
##  [8705] "MIR4324"                "MIR4326"               
##  [8707] "MIR4420"                "MIR4434"               
##  [8709] "MIR4440"                "MIR4441"               
##  [8711] "MIR4442"                "MIR4446"               
##  [8713] "MIR4449"                "MIR4451"               
##  [8715] "MIR4462"                "MIR4479"               
##  [8717] "MIR4480"                "MIR4489"               
##  [8719] "MIR4505"                "MIR4513"               
##  [8721] "MIR4517"                "MIR4518"               
##  [8723] "MIR4519"                "MIR4521"               
##  [8725] "MIR4523"                "MIR4530"               
##  [8727] "MIR4540"                "MIR4632"               
##  [8729] "MIR4635"                "MIR4639"               
##  [8731] "MIR4642"                "MIR4645"               
##  [8733] "MIR4648"                "MIR4653"               
##  [8735] "MIR4664"                "MIR4668"               
##  [8737] "MIR4673"                "MIR4685"               
##  [8739] "MIR4691"                "MIR4698"               
##  [8741] "MIR4706"                "MIR4712"               
##  [8743] "MIR4718"                "MIR4720"               
##  [8745] "MIR4728"                "MIR4729"               
##  [8747] "MIR4730"                "MIR4733"               
##  [8749] "MIR4736"                "MIR4737"               
##  [8751] "MIR4740"                "MIR4742"               
##  [8753] "MIR4744"                "MIR4746"               
##  [8755] "MIR4748"                "MIR4754"               
##  [8757] "MIR4755"                "MIR4766"               
##  [8759] "MIR4767"                "MIR4772"               
##  [8761] "MIR4782"                "MIR4784"               
##  [8763] "MIR4785"                "MIR4786"               
##  [8765] "MIR4787"                "MIR4802"               
##  [8767] "MIR491"                 "MIR497HG"              
##  [8769] "MIR499B"                "MIR5009"               
##  [8771] "MIR5010"                "MIR503"                
##  [8773] "MIR5047"                "MIR5087"               
##  [8775] "MIR5089"                "MIR5094"               
##  [8777] "MIR5187"                "MIR5188"               
##  [8779] "MIR5189"                "MIR5190"               
##  [8781] "MIR5192"                "MIR5194"               
##  [8783] "MIR548AC"               "MIR548AN"              
##  [8785] "MIR548AO"               "MIR548AR"              
##  [8787] "MIR548H4"               "MIR548J"               
##  [8789] "MIR548N"                "MIR548Q"               
##  [8791] "MIR550A3"               "MIR553"                
##  [8793] "MIR554"                 "MIR5581"               
##  [8795] "MIR5587"                "MIR561"                
##  [8797] "MIR568"                 "MIR5684"               
##  [8799] "MIR5685"                "MIR569"                
##  [8801] "MIR5690"                "MIR5692A1"             
##  [8803] "MIR5692C2"              "MIR5695"               
##  [8805] "MIR570"                 "MIR573"                
##  [8807] "MIR580"                 "MIR581"                
##  [8809] "MIR589"                 "MIR590"                
##  [8811] "MIR593"                 "MIR600HG"              
##  [8813] "MIR601"                 "MIR604"                
##  [8815] "MIR612"                 "MIR614"                
##  [8817] "MIR622"                 "MIR623"                
##  [8819] "MIR626"                 "MIR628"                
##  [8821] "MIR631"                 "MIR635"                
##  [8823] "MIR636"                 "MIR637"                
##  [8825] "MIR641"                 "MIR643"                
##  [8827] "MIR644A"                "MIR645"                
##  [8829] "MIR647"                 "MIR657"                
##  [8831] "MIR659"                 "MIR661"                
##  [8833] "MIR7-1"                 "MIR744"                
##  [8835] "MIR762"                 "MIR765"                
##  [8837] "MIR766"                 "MIR93"                 
##  [8839] "MIR933"                 "MIR938"                
##  [8841] "MIR940"                 "MIR941-1"              
##  [8843] "MIR98"                  "MIRLET7BHG"            
##  [8845] "MIRLET7D"               "MIRLET7G"              
##  [8847] "MIRLET7I"               "MIS12"                 
##  [8849] "MIS18A"                 "MIS18BP1"              
##  [8851] "MITD1"                  "MITF"                  
##  [8853] "MIXL1"                  "MKI67"                 
##  [8855] "MKKS"                   "MKLN1"                 
##  [8857] "MKNK1"                  "MKNK1-AS1"             
##  [8859] "MKNK2"                  "MKRN1"                 
##  [8861] "MKRN2"                  "MKRN3"                 
##  [8863] "MKRN9P"                 "MKS1"                  
##  [8865] "MKX"                    "MLANA"                 
##  [8867] "MLC1"                   "MLEC"                  
##  [8869] "MLF1"                   "MLF2"                  
##  [8871] "MLH1"                   "MLH3"                  
##  [8873] "MLIP"                   "MLKL"                  
##  [8875] "MLLT1"                  "MLLT10"                
##  [8877] "MLLT10P1"               "MLLT11"                
##  [8879] "MLLT3"                  "MLLT6"                 
##  [8881] "MLN"                    "MLNR"                  
##  [8883] "MLPH"                   "MLST8"                 
##  [8885] "MLX"                    "MLXIP"                 
##  [8887] "MLXIPL"                 "MLYCD"                 
##  [8889] "MMAA"                   "MMAB"                  
##  [8891] "MMACHC"                 "MMADHC"                
##  [8893] "MMD"                    "MME"                   
##  [8895] "MMEL1"                  "MMGT1"                 
##  [8897] "MMP1"                   "MMP10"                 
##  [8899] "MMP11"                  "MMP12"                 
##  [8901] "MMP13"                  "MMP14"                 
##  [8903] "MMP15"                  "MMP16"                 
##  [8905] "MMP17"                  "MMP19"                 
##  [8907] "MMP2"                   "MMP21"                 
##  [8909] "MMP23A"                 "MMP23B"                
##  [8911] "MMP24"                  "MMP25"                 
##  [8913] "MMP28"                  "MMP3"                  
##  [8915] "MMP7"                   "MMP8"                  
##  [8917] "MMP9"                   "MMRN1"                 
##  [8919] "MMRN2"                  "MMS19"                 
##  [8921] "MMS22L"                 "MN1"                   
##  [8923] "MNAT1"                  "MND1"                  
##  [8925] "MNDA"                   "MNS1"                  
##  [8927] "MNT"                    "MNX1"                  
##  [8929] "MOAP1"                  "MOB1A"                 
##  [8931] "MOB1B"                  "MOB2"                  
##  [8933] "MOB3A"                  "MOB3B"                 
##  [8935] "MOB3C"                  "MOB4"                  
##  [8937] "MOBP"                   "MOCOS"                 
##  [8939] "MOCS1"                  "MOCS2"                 
##  [8941] "MOCS3"                  "MOGAT1"                
##  [8943] "MOGAT3"                 "MOGS"                  
##  [8945] "MOK"                    "MON1A"                 
##  [8947] "MON1B"                  "MON2"                  
##  [8949] "MORC1"                  "MORC2"                 
##  [8951] "MORC2-AS1"              "MORC3"                 
##  [8953] "MORC4"                  "MORF4L1"               
##  [8955] "MORF4L2"                "MORF4L2-AS1"           
##  [8957] "MORN1"                  "MORN2"                 
##  [8959] "MORN3"                  "MORN4"                 
##  [8961] "MORN5"                  "MOSPD1"                
##  [8963] "MOSPD2"                 "MOSPD3"                
##  [8965] "MOV10"                  "MOV10L1"               
##  [8967] "MOXD1"                  "MPC1"                  
##  [8969] "MPC1L"                  "MPC2"                  
##  [8971] "MPDU1"                  "MPDZ"                  
##  [8973] "MPEG1"                  "MPG"                   
##  [8975] "MPHOSPH10"              "MPHOSPH6"              
##  [8977] "MPHOSPH8"               "MPHOSPH9"              
##  [8979] "MPI"                    "MPL"                   
##  [8981] "MPLKIP"                 "MPND"                  
##  [8983] "MPO"                    "MPP1"                  
##  [8985] "MPP2"                   "MPP3"                  
##  [8987] "MPP4"                   "MPP5"                  
##  [8989] "MPP6"                   "MPP7"                  
##  [8991] "MPPE1"                  "MPPED1"                
##  [8993] "MPPED2"                 "MPRIP"                 
##  [8995] "MPST"                   "MPV17"                 
##  [8997] "MPV17L"                 "MPV17L2"               
##  [8999] "MPZ"                    "MPZL1"                 
##  [9001] "MPZL2"                  "MPZL3"                 
##  [9003] "MR1"                    "MRAP"                  
##  [9005] "MRAP2"                  "MRAS"                  
##  [9007] "MRC1"                   "MRC2"                  
##  [9009] "MREG"                   "MRFAP1"                
##  [9011] "MRFAP1L1"               "MRGBP"                 
##  [9013] "MRGPRD"                 "MRGPRE"                
##  [9015] "MRGPRF"                 "MRGPRX2"               
##  [9017] "MRGPRX3"                "MRI1"                  
##  [9019] "MRM1"                   "MRO"                   
##  [9021] "MROH1"                  "MROH5"                 
##  [9023] "MROH6"                  "MROH7"                 
##  [9025] "MROH8"                  "MROH9"                 
##  [9027] "MRPL1"                  "MRPL10"                
##  [9029] "MRPL11"                 "MRPL12"                
##  [9031] "MRPL13"                 "MRPL14"                
##  [9033] "MRPL15"                 "MRPL16"                
##  [9035] "MRPL17"                 "MRPL18"                
##  [9037] "MRPL19"                 "MRPL2"                 
##  [9039] "MRPL20"                 "MRPL21"                
##  [9041] "MRPL22"                 "MRPL23"                
##  [9043] "MRPL23-AS1"             "MRPL24"                
##  [9045] "MRPL27"                 "MRPL28"                
##  [9047] "MRPL3"                  "MRPL30"                
##  [9049] "MRPL32"                 "MRPL33"                
##  [9051] "MRPL34"                 "MRPL35"                
##  [9053] "MRPL36"                 "MRPL37"                
##  [9055] "MRPL38"                 "MRPL39"                
##  [9057] "MRPL4"                  "MRPL40"                
##  [9059] "MRPL41"                 "MRPL42"                
##  [9061] "MRPL43"                 "MRPL44"                
##  [9063] "MRPL45"                 "MRPL45P2"              
##  [9065] "MRPL46"                 "MRPL47"                
##  [9067] "MRPL48"                 "MRPL49"                
##  [9069] "MRPL50"                 "MRPL51"                
##  [9071] "MRPL52"                 "MRPL53"                
##  [9073] "MRPL54"                 "MRPL55"                
##  [9075] "MRPL9"                  "MRPS10"                
##  [9077] "MRPS11"                 "MRPS12"                
##  [9079] "MRPS14"                 "MRPS15"                
##  [9081] "MRPS16"                 "MRPS17"                
##  [9083] "MRPS18A"                "MRPS18B"               
##  [9085] "MRPS18C"                "MRPS2"                 
##  [9087] "MRPS21"                 "MRPS22"                
##  [9089] "MRPS23"                 "MRPS24"                
##  [9091] "MRPS25"                 "MRPS26"                
##  [9093] "MRPS27"                 "MRPS28"                
##  [9095] "MRPS30"                 "MRPS31"                
##  [9097] "MRPS31P5"               "MRPS33"                
##  [9099] "MRPS34"                 "MRPS35"                
##  [9101] "MRPS36"                 "MRPS5"                 
##  [9103] "MRPS6"                  "MRPS7"                 
##  [9105] "MRPS9"                  "MRRF"                  
##  [9107] "MRS2"                   "MRTO4"                 
##  [9109] "MS4A1"                  "MS4A14"                
##  [9111] "MS4A2"                  "MS4A3"                 
##  [9113] "MS4A4A"                 "MS4A6A"                
##  [9115] "MSANTD1"                "MSANTD2"               
##  [9117] "MSANTD3"                "MSANTD4"               
##  [9119] "MSC"                    "MSH2"                  
##  [9121] "MSH3"                   "MSH4"                  
##  [9123] "MSH5"                   "MSH5-SAPCD1"           
##  [9125] "MSH6"                   "MSI1"                  
##  [9127] "MSI2"                   "MSL1"                  
##  [9129] "MSL2"                   "MSL3"                  
##  [9131] "MSL3P1"                 "MSLN"                  
##  [9133] "MSMB"                   "MSMO1"                 
##  [9135] "MSMP"                   "MSN"                   
##  [9137] "MSR1"                   "MSRA"                  
##  [9139] "MSRB1"                  "MSRB2"                 
##  [9141] "MSRB3"                  "MSS51"                 
##  [9143] "MST1"                   "MST1L"                 
##  [9145] "MST1P2"                 "MST1R"                 
##  [9147] "MSTN"                   "MSTO1"                 
##  [9149] "MSTO2P"                 "MSX1"                  
##  [9151] "MSX2"                   "MSX2P1"                
##  [9153] "MT1A"                   "MT1DP"                 
##  [9155] "MT1E"                   "MT1F"                  
##  [9157] "MT1G"                   "MT1H"                  
##  [9159] "MT1L"                   "MT1M"                  
##  [9161] "MT1X"                   "MT2A"                  
##  [9163] "MT3"                    "MTA1"                  
##  [9165] "MTA2"                   "MTA3"                  
##  [9167] "MTAP"                   "MTBP"                  
##  [9169] "MTCH1"                  "MTCH2"                 
##  [9171] "MTCP1"                  "MTDH"                  
##  [9173] "MTF1"                   "MTF2"                  
##  [9175] "MTFMT"                  "MTFP1"                 
##  [9177] "MTFR1"                  "MTFR1L"                
##  [9179] "MTFR2"                  "MTG1"                  
##  [9181] "MTHFD1"                 "MTHFD1L"               
##  [9183] "MTHFD2"                 "MTHFD2L"               
##  [9185] "MTHFR"                  "MTHFS"                 
##  [9187] "MTHFSD"                 "MTIF2"                 
##  [9189] "MTIF3"                  "MTM1"                  
##  [9191] "MTMR1"                  "MTMR10"                
##  [9193] "MTMR11"                 "MTMR12"                
##  [9195] "MTMR14"                 "MTMR2"                 
##  [9197] "MTMR3"                  "MTMR4"                 
##  [9199] "MTMR6"                  "MTMR7"                 
##  [9201] "MTMR8"                  "MTMR9"                 
##  [9203] "MTMR9LP"                "MTNR1A"                
##  [9205] "MTO1"                   "MTOR"                  
##  [9207] "MTOR-AS1"               "MTPAP"                 
##  [9209] "MTPN"                   "MTR"                   
##  [9211] "MTRF1"                  "MTRF1L"                
##  [9213] "MTRNR2L1"               "MTRNR2L2"              
##  [9215] "MTRNR2L3"               "MTRNR2L4"              
##  [9217] "MTRNR2L6"               "MTRNR2L8"              
##  [9219] "MTRR"                   "MTSS1"                 
##  [9221] "MTTP"                   "MTUS1"                 
##  [9223] "MTUS2"                  "MTUS2-AS1"             
##  [9225] "MTX1"                   "MTX2"                  
##  [9227] "MTX3"                   "MUC1"                  
##  [9229] "MUC12"                  "MUC13"                 
##  [9231] "MUC15"                  "MUC16"                 
##  [9233] "MUC2"                   "MUC20"                 
##  [9235] "MUC21"                  "MUC4"                  
##  [9237] "MUC5B"                  "MUC6"                  
##  [9239] "MUCL1"                  "MUL1"                  
##  [9241] "MUS81"                  "MUSK"                  
##  [9243] "MUSTN1"                 "MUTYH"                 
##  [9245] "MVB12A"                 "MVB12B"                
##  [9247] "MVD"                    "MVK"                   
##  [9249] "MVP"                    "MX1"                   
##  [9251] "MX2"                    "MXD1"                  
##  [9253] "MXD3"                   "MXD4"                  
##  [9255] "MXI1"                   "MXRA5"                 
##  [9257] "MXRA7"                  "MXRA8"                 
##  [9259] "MYADM"                  "MYADML2"               
##  [9261] "MYB"                    "MYBBP1A"               
##  [9263] "MYBL1"                  "MYBL2"                 
##  [9265] "MYBPC1"                 "MYBPC2"                
##  [9267] "MYBPC3"                 "MYBPH"                 
##  [9269] "MYBPHL"                 "MYC"                   
##  [9271] "MYCBP"                  "MYCBP2"                
##  [9273] "MYCBP2-AS1"             "MYCBPAP"               
##  [9275] "MYCN"                   "MYCNOS"                
##  [9277] "MYCT1"                  "MYD88"                 
##  [9279] "MYEF2"                  "MYEOV"                 
##  [9281] "MYH10"                  "MYH11"                 
##  [9283] "MYH14"                  "MYH15"                 
##  [9285] "MYH16"                  "MYH3"                  
##  [9287] "MYH6"                   "MYH7"                  
##  [9289] "MYH7B"                  "MYH9"                  
##  [9291] "MYL12A"                 "MYL12B"                
##  [9293] "MYL3"                   "MYL4"                  
##  [9295] "MYL5"                   "MYL6"                  
##  [9297] "MYL6B"                  "MYL9"                  
##  [9299] "MYLIP"                  "MYLK"                  
##  [9301] "MYLK-AS1"               "MYLK2"                 
##  [9303] "MYLK3"                  "MYLK4"                 
##  [9305] "MYLPF"                  "MYNN"                  
##  [9307] "MYO10"                  "MYO15A"                
##  [9309] "MYO15B"                 "MYO16"                 
##  [9311] "MYO16-AS1"              "MYO18A"                
##  [9313] "MYO18B"                 "MYO19"                 
##  [9315] "MYO1A"                  "MYO1B"                 
##  [9317] "MYO1C"                  "MYO1D"                 
##  [9319] "MYO1E"                  "MYO1F"                 
##  [9321] "MYO1G"                  "MYO1H"                 
##  [9323] "MYO3A"                  "MYO3B"                 
##  [9325] "MYO5A"                  "MYO5B"                 
##  [9327] "MYO5C"                  "MYO6"                  
##  [9329] "MYO7A"                  "MYO7B"                 
##  [9331] "MYO9A"                  "MYO9B"                 
##  [9333] "MYOCD"                  "MYOD1"                 
##  [9335] "MYOF"                   "MYOM1"                 
##  [9337] "MYOM2"                  "MYOM3"                 
##  [9339] "MYOT"                   "MYOZ1"                 
##  [9341] "MYOZ2"                  "MYOZ3"                 
##  [9343] "MYPN"                   "MYPOP"                 
##  [9345] "MYRF"                   "MYRIP"                 
##  [9347] "MYSM1"                  "MYT1"                  
##  [9349] "MYT1L"                  "MYZAP"                 
##  [9351] "MZB1"                   "MZF1"                  
##  [9353] "MZT1"                   "MZT2A"                 
##  [9355] "MZT2B"                  "N4BP1"                 
##  [9357] "N4BP2"                  "N4BP2L1"               
##  [9359] "N4BP2L2"                "N4BP2L2-IT2"           
##  [9361] "N4BP3"                  "N6AMT1"                
##  [9363] "NAA10"                  "NAA15"                 
##  [9365] "NAA16"                  "NAA20"                 
##  [9367] "NAA25"                  "NAA30"                 
##  [9369] "NAA35"                  "NAA38"                 
##  [9371] "NAA40"                  "NAA50"                 
##  [9373] "NAA60"                  "NAAA"                  
##  [9375] "NAALAD2"                "NAALADL1"              
##  [9377] "NAALADL2"               "NAB1"                  
##  [9379] "NAB2"                   "NABP1"                 
##  [9381] "NABP2"                  "NACA"                  
##  [9383] "NACA2"                  "NACAD"                 
##  [9385] "NACC1"                  "NACC2"                 
##  [9387] "NADK"                   "NADSYN1"               
##  [9389] "NAE1"                   "NAF1"                  
##  [9391] "NAGA"                   "NAGK"                  
##  [9393] "NAGLU"                  "NAGPA"                 
##  [9395] "NAGPA-AS1"              "NAGS"                  
##  [9397] "NAIF1"                  "NAIP"                  
##  [9399] "NALCN"                  "NALCN-AS1"             
##  [9401] "NAMPT"                  "NANOG"                 
##  [9403] "NANOS1"                 "NANOS3"                
##  [9405] "NANP"                   "NANS"                  
##  [9407] "NAP1L1"                 "NAP1L2"                
##  [9409] "NAP1L3"                 "NAP1L4"                
##  [9411] "NAP1L5"                 "NAPA"                  
##  [9413] "NAPA-AS1"               "NAPB"                  
##  [9415] "NAPEPLD"                "NAPG"                  
##  [9417] "NAPSA"                  "NAPSB"                 
##  [9419] "NARF"                   "NARS2"                 
##  [9421] "NASP"                   "NAT1"                  
##  [9423] "NAT10"                  "NAT14"                 
##  [9425] "NAT16"                  "NAT2"                  
##  [9427] "NAT8"                   "NAT8B"                 
##  [9429] "NAT8L"                  "NAT9"                  
##  [9431] "NAV1"                   "NAV2"                  
##  [9433] "NAV3"                   "NBAS"                  
##  [9435] "NBEA"                   "NBEAL1"                
##  [9437] "NBEAL2"                 "NBEAP1"                
##  [9439] "NBL1"                   "NBN"                   
##  [9441] "NBPF1"                  "NBPF10"                
##  [9443] "NBPF11"                 "NBPF14"                
##  [9445] "NBPF15"                 "NBPF3"                 
##  [9447] "NBPF4"                  "NBPF9"                 
##  [9449] "NBR1"                   "NBR2"                  
##  [9451] "NCALD"                  "NCAM1"                 
##  [9453] "NCAM2"                  "NCAN"                  
##  [9455] "NCAPD2"                 "NCAPD3"                
##  [9457] "NCAPG"                  "NCAPG2"                
##  [9459] "NCAPH"                  "NCAPH2"                
##  [9461] "NCBP1"                  "NCBP2"                 
##  [9463] "NCCRP1"                 "NCDN"                  
##  [9465] "NCEH1"                  "NCF1"                  
##  [9467] "NCF1B"                  "NCF1C"                 
##  [9469] "NCF2"                   "NCF4"                  
##  [9471] "NCK1"                   "NCK2"                  
##  [9473] "NCKAP1"                 "NCKAP1L"               
##  [9475] "NCKAP5"                 "NCKAP5L"               
##  [9477] "NCKIPSD"                "NCL"                   
##  [9479] "NCLN"                   "NCMAP"                 
##  [9481] "NCOA1"                  "NCOA2"                 
##  [9483] "NCOA3"                  "NCOA4"                 
##  [9485] "NCOA5"                  "NCOA6"                 
##  [9487] "NCOA7"                  "NCOR1"                 
##  [9489] "NCOR1P1"                "NCOR2"                 
##  [9491] "NCR1"                   "NCR3"                  
##  [9493] "NCR3LG1"                "NCS1"                  
##  [9495] "NCSTN"                  "NDC80"                 
##  [9497] "NDE1"                   "NDEL1"                 
##  [9499] "NDFIP1"                 "NDFIP2"                
##  [9501] "NDNF"                   "NDOR1"                 
##  [9503] "NDP"                    "NDRG1"                 
##  [9505] "NDRG2"                  "NDRG3"                 
##  [9507] "NDRG4"                  "NDST1"                 
##  [9509] "NDST2"                  "NDST3"                 
##  [9511] "NDUFA1"                 "NDUFA10"               
##  [9513] "NDUFA11"                "NDUFA12"               
##  [9515] "NDUFA13"                "NDUFA2"                
##  [9517] "NDUFA3"                 "NDUFA4"                
##  [9519] "NDUFA4L2"               "NDUFA5"                
##  [9521] "NDUFA6"                 "NDUFA7"                
##  [9523] "NDUFA8"                 "NDUFA9"                
##  [9525] "NDUFAB1"                "NDUFAF1"               
##  [9527] "NDUFAF2"                "NDUFAF3"               
##  [9529] "NDUFAF4"                "NDUFAF4P1"             
##  [9531] "NDUFAF5"                "NDUFAF6"               
##  [9533] "NDUFAF7"                "NDUFB1"                
##  [9535] "NDUFB10"                "NDUFB11"               
##  [9537] "NDUFB2"                 "NDUFB2-AS1"            
##  [9539] "NDUFB3"                 "NDUFB4"                
##  [9541] "NDUFB5"                 "NDUFB6"                
##  [9543] "NDUFB7"                 "NDUFB8"                
##  [9545] "NDUFB9"                 "NDUFC1"                
##  [9547] "NDUFC2"                 "NDUFS1"                
##  [9549] "NDUFS2"                 "NDUFS3"                
##  [9551] "NDUFS4"                 "NDUFS5"                
##  [9553] "NDUFS6"                 "NDUFS7"                
##  [9555] "NDUFS8"                 "NDUFV1"                
##  [9557] "NDUFV2"                 "NDUFV3"                
##  [9559] "NEAT1"                  "NEB"                   
##  [9561] "NEBL"                   "NEBL-AS1"              
##  [9563] "NECAB1"                 "NECAB2"                
##  [9565] "NECAB3"                 "NECAP1"                
##  [9567] "NECAP2"                 "NEDD1"                 
##  [9569] "NEDD4"                  "NEDD4L"                
##  [9571] "NEDD8"                  "NEDD9"                 
##  [9573] "NEFH"                   "NEFL"                  
##  [9575] "NEFM"                   "NEGR1"                 
##  [9577] "NEIL1"                  "NEIL2"                 
##  [9579] "NEIL3"                  "NEK1"                  
##  [9581] "NEK10"                  "NEK11"                 
##  [9583] "NEK2"                   "NEK3"                  
##  [9585] "NEK4"                   "NEK5"                  
##  [9587] "NEK6"                   "NEK7"                  
##  [9589] "NEK8"                   "NEK9"                  
##  [9591] "NELFA"                  "NELFB"                 
##  [9593] "NELFCD"                 "NELFE"                 
##  [9595] "NELL2"                  "NEMF"                  
##  [9597] "NENF"                   "NEO1"                  
##  [9599] "NES"                    "NET1"                  
##  [9601] "NETO1"                  "NETO2"                 
##  [9603] "NEU1"                   "NEU3"                  
##  [9605] "NEU4"                   "NEURL1B"               
##  [9607] "NEURL2"                 "NEURL3"                
##  [9609] "NEURL4"                 "NEUROD2"               
##  [9611] "NEUROG3"                "NEXN"                  
##  [9613] "NF1"                    "NF2"                   
##  [9615] "NFAM1"                  "NFASC"                 
##  [9617] "NFAT5"                  "NFATC1"                
##  [9619] "NFATC2"                 "NFATC2IP"              
##  [9621] "NFATC3"                 "NFATC4"                
##  [9623] "NFE2"                   "NFE2L1"                
##  [9625] "NFE2L2"                 "NFE2L3"                
##  [9627] "NFIA"                   "NFIB"                  
##  [9629] "NFIC"                   "NFIL3"                 
##  [9631] "NFIX"                   "NFKB1"                 
##  [9633] "NFKB2"                  "NFKBIA"                
##  [9635] "NFKBIB"                 "NFKBID"                
##  [9637] "NFKBIE"                 "NFKBIL1"               
##  [9639] "NFKBIZ"                 "NFRKB"                 
##  [9641] "NFS1"                   "NFU1"                  
##  [9643] "NFX1"                   "NFXL1"                 
##  [9645] "NFYA"                   "NFYB"                  
##  [9647] "NFYC"                   "NGDN"                  
##  [9649] "NGEF"                   "NGF"                   
##  [9651] "NGFR"                   "NGLY1"                 
##  [9653] "NGRN"                   "NHEJ1"                 
##  [9655] "NHLH1"                  "NHLRC1"                
##  [9657] "NHLRC2"                 "NHLRC3"                
##  [9659] "NHLRC4"                 "NHP2"                  
##  [9661] "NHS"                    "NHSL1"                 
##  [9663] "NHSL2"                  "NICN1"                 
##  [9665] "NID1"                   "NID2"                  
##  [9667] "NIF3L1"                 "NIN"                   
##  [9669] "NINJ1"                  "NINJ2"                 
##  [9671] "NINL"                   "NIP7"                  
##  [9673] "NIPA1"                  "NIPA2"                 
##  [9675] "NIPAL1"                 "NIPAL2"                
##  [9677] "NIPAL3"                 "NIPAL4"                
##  [9679] "NIPBL"                  "NIPSNAP1"              
##  [9681] "NIPSNAP3A"              "NIPSNAP3B"             
##  [9683] "NISCH"                  "NIT1"                  
##  [9685] "NIT2"                   "NKAIN1"                
##  [9687] "NKAIN2"                 "NKAIN3"                
##  [9689] "NKAIN4"                 "NKAP"                  
##  [9691] "NKAPL"                  "NKAPP1"                
##  [9693] "NKD1"                   "NKD2"                  
##  [9695] "NKG7"                   "NKIRAS1"               
##  [9697] "NKIRAS2"                "NKPD1"                 
##  [9699] "NKRF"                   "NKTR"                  
##  [9701] "NKX2-1"                 "NKX2-3"                
##  [9703] "NKX2-5"                 "NKX2-8"                
##  [9705] "NKX3-1"                 "NKX3-2"                
##  [9707] "NKX6-1"                 "NKX6-3"                
##  [9709] "NLE1"                   "NLGN1"                 
##  [9711] "NLGN2"                  "NLGN3"                 
##  [9713] "NLGN4X"                 "NLGN4Y"                
##  [9715] "NLK"                    "NLN"                   
##  [9717] "NLRC3"                  "NLRC4"                 
##  [9719] "NLRC5"                  "NLRP1"                 
##  [9721] "NLRP10"                 "NLRP11"                
##  [9723] "NLRP12"                 "NLRP14"                
##  [9725] "NLRP2"                  "NLRP3"                 
##  [9727] "NLRP4"                  "NLRP6"                 
##  [9729] "NLRP7"                  "NLRP9"                 
##  [9731] "NLRX1"                  "NMB"                   
##  [9733] "NMD3"                   "NME1"                  
##  [9735] "NME1-NME2"              "NME2"                  
##  [9737] "NME3"                   "NME4"                  
##  [9739] "NME5"                   "NME6"                  
##  [9741] "NME7"                   "NME8"                  
##  [9743] "NME9"                   "NMI"                   
##  [9745] "NMNAT1"                 "NMNAT2"                
##  [9747] "NMNAT3"                 "NMRAL1"                
##  [9749] "NMRK1"                  "NMRK2"                 
##  [9751] "NMT1"                   "NMT2"                  
##  [9753] "NMU"                    "NMUR1"                 
##  [9755] "NMUR2"                  "NNAT"                  
##  [9757] "NNMT"                   "NNT"                   
##  [9759] "NOA1"                   "NOB1"                  
##  [9761] "NOC2L"                  "NOC3L"                 
##  [9763] "NOC4L"                  "NOD1"                  
##  [9765] "NOD2"                   "NODAL"                 
##  [9767] "NOG"                    "NOL10"                 
##  [9769] "NOL11"                  "NOL12"                 
##  [9771] "NOL3"                   "NOL6"                  
##  [9773] "NOL7"                   "NOL8"                  
##  [9775] "NOL9"                   "NOLC1"                 
##  [9777] "NOM1"                   "NOMO1"                 
##  [9779] "NOMO2"                  "NOMO3"                 
##  [9781] "NONO"                   "NOP10"                 
##  [9783] "NOP14"                  "NOP14-AS1"             
##  [9785] "NOP16"                  "NOP2"                  
##  [9787] "NOP56"                  "NOP58"                 
##  [9789] "NOP9"                   "NOS1"                  
##  [9791] "NOS1AP"                 "NOS2"                  
##  [9793] "NOS3"                   "NOSIP"                 
##  [9795] "NOSTRIN"                "NOTCH1"                
##  [9797] "NOTCH2"                 "NOTCH3"                
##  [9799] "NOTCH4"                 "NOTO"                  
##  [9801] "NOTUM"                  "NOVA1"                 
##  [9803] "NOVA2"                  "NOX1"                  
##  [9805] "NOX5"                   "NOXA1"                 
##  [9807] "NOXO1"                  "NOXRED1"               
##  [9809] "NPAS1"                  "NPAS2"                 
##  [9811] "NPAS3"                  "NPAT"                  
##  [9813] "NPB"                    "NPBWR1"                
##  [9815] "NPC1"                   "NPC1L1"                
##  [9817] "NPC2"                   "NPDC1"                 
##  [9819] "NPEPL1"                 "NPEPPS"                
##  [9821] "NPFF"                   "NPFFR1"                
##  [9823] "NPFFR2"                 "NPHP1"                 
##  [9825] "NPHP3"                  "NPHP3-ACAD11"          
##  [9827] "NPHP3-AS1"              "NPHP4"                 
##  [9829] "NPHS1"                  "NPL"                   
##  [9831] "NPLOC4"                 "NPM1"                  
##  [9833] "NPM2"                   "NPM3"                  
##  [9835] "NPNT"                   "NPPA"                  
##  [9837] "NPPB"                   "NPPC"                  
##  [9839] "NPR1"                   "NPR2"                  
##  [9841] "NPR3"                   "NPRL2"                 
##  [9843] "NPRL3"                  "NPSR1-AS1"             
##  [9845] "NPTN"                   "NPTX1"                 
##  [9847] "NPTX2"                  "NPTXR"                 
##  [9849] "NPW"                    "NPY1R"                 
##  [9851] "NPY2R"                  "NPY5R"                 
##  [9853] "NPY6R"                  "NQO1"                  
##  [9855] "NQO2"                   "NR0B1"                 
##  [9857] "NR0B2"                  "NR1D1"                 
##  [9859] "NR1D2"                  "NR1H2"                 
##  [9861] "NR1H3"                  "NR1H4"                 
##  [9863] "NR1I2"                  "NR1I3"                 
##  [9865] "NR2C1"                  "NR2C2"                 
##  [9867] "NR2C2AP"                "NR2E1"                 
##  [9869] "NR2E3"                  "NR2F1"                 
##  [9871] "NR2F2"                  "NR2F6"                 
##  [9873] "NR3C1"                  "NR3C2"                 
##  [9875] "NR4A1"                  "NR4A2"                 
##  [9877] "NR4A3"                  "NR5A1"                 
##  [9879] "NR5A2"                  "NR6A1"                 
##  [9881] "NRADDP"                 "NRAP"                  
##  [9883] "NRARP"                  "NRAS"                  
##  [9885] "NRBF2"                  "NRBP1"                 
##  [9887] "NRBP2"                  "NRCAM"                 
##  [9889] "NRDE2"                  "NREP"                  
##  [9891] "NRF1"                   "NRG1"                  
##  [9893] "NRG2"                   "NRG3"                  
##  [9895] "NRG4"                   "NRGN"                  
##  [9897] "NRIP1"                  "NRIP2"                 
##  [9899] "NRIP3"                  "NRL"                   
##  [9901] "NRM"                    "NRN1"                  
##  [9903] "NRN1L"                  "NRP1"                  
##  [9905] "NRP2"                   "NRSN2"                 
##  [9907] "NRTN"                   "NRXN1"                 
##  [9909] "NRXN2"                  "NRXN3"                 
##  [9911] "NSA2"                   "NSD1"                  
##  [9913] "NSDHL"                  "NSF"                   
##  [9915] "NSFL1C"                 "NSFP1"                 
##  [9917] "NSG1"                   "NSL1"                  
##  [9919] "NSMAF"                  "NSMCE1"                
##  [9921] "NSMCE2"                 "NSMCE4A"               
##  [9923] "NSMF"                   "NSRP1"                 
##  [9925] "NSUN2"                  "NSUN3"                 
##  [9927] "NSUN4"                  "NSUN5"                 
##  [9929] "NSUN5P1"                "NSUN5P2"               
##  [9931] "NSUN6"                  "NSUN7"                 
##  [9933] "NT5C"                   "NT5C1A"                
##  [9935] "NT5C1B"                 "NT5C2"                 
##  [9937] "NT5C3B"                 "NT5DC1"                
##  [9939] "NT5DC2"                 "NT5DC3"                
##  [9941] "NT5E"                   "NT5M"                  
##  [9943] "NTAN1"                  "NTF4"                  
##  [9945] "NTHL1"                  "NTM"                   
##  [9947] "NTMT1"                  "NTN1"                  
##  [9949] "NTN3"                   "NTN4"                  
##  [9951] "NTN5"                   "NTNG1"                 
##  [9953] "NTNG2"                  "NTPCR"                 
##  [9955] "NTRK1"                  "NTRK2"                 
##  [9957] "NTRK3"                  "NTS"                   
##  [9959] "NTSR1"                  "NUAK1"                 
##  [9961] "NUAK2"                  "NUB1"                  
##  [9963] "NUBP1"                  "NUBP2"                 
##  [9965] "NUBPL"                  "NUCB1"                 
##  [9967] "NUCB2"                  "NUCKS1"                
##  [9969] "NUDC"                   "NUDCD1"                
##  [9971] "NUDCD2"                 "NUDCD3"                
##  [9973] "NUDT1"                  "NUDT10"                
##  [9975] "NUDT11"                 "NUDT12"                
##  [9977] "NUDT13"                 "NUDT14"                
##  [9979] "NUDT15"                 "NUDT16"                
##  [9981] "NUDT16L1"               "NUDT16P1"              
##  [9983] "NUDT17"                 "NUDT18"                
##  [9985] "NUDT19"                 "NUDT2"                 
##  [9987] "NUDT21"                 "NUDT22"                
##  [9989] "NUDT3"                  "NUDT4"                 
##  [9991] "NUDT5"                  "NUDT6"                 
##  [9993] "NUDT7"                  "NUDT8"                 
##  [9995] "NUDT9"                  "NUDT9P1"               
##  [9997] "NUF2"                   "NUFIP1"                
##  [9999] "NUFIP2"                 "NUGGC"                 
## [10001] "NUMA1"                  "NUMB"                  
## [10003] "NUMBL"                  "NUP107"                
## [10005] "NUP133"                 "NUP153"                
## [10007] "NUP155"                 "NUP160"                
## [10009] "NUP188"                 "NUP205"                
## [10011] "NUP210"                 "NUP210L"               
## [10013] "NUP214"                 "NUP35"                 
## [10015] "NUP37"                  "NUP43"                 
## [10017] "NUP50"                  "NUP54"                 
## [10019] "NUP62"                  "NUP62CL"               
## [10021] "NUP85"                  "NUP88"                 
## [10023] "NUP93"                  "NUP98"                 
## [10025] "NUPR1"                  "NUS1"                  
## [10027] "NUSAP1"                 "NUTF2"                 
## [10029] "NVL"                    "NWD1"                  
## [10031] "NXF1"                   "NXF3"                  
## [10033] "NXF5"                   "NXN"                   
## [10035] "NXNL2"                  "NXPE2"                 
## [10037] "NXPE3"                  "NXPH1"                 
## [10039] "NXPH2"                  "NXPH3"                 
## [10041] "NXPH4"                  "NXT1"                  
## [10043] "NXT2"                   "NYAP1"                 
## [10045] "NYAP2"                  "NYNRIN"                
## [10047] "OAF"                    "OARD1"                 
## [10049] "OAS1"                   "OAS2"                  
## [10051] "OAS3"                   "OASL"                  
## [10053] "OAT"                    "OAZ1"                  
## [10055] "OAZ2"                   "OAZ3"                  
## [10057] "OBSCN"                  "OBSL1"                 
## [10059] "OCA2"                   "OCEL1"                 
## [10061] "OCIAD1"                 "OCIAD2"                
## [10063] "OCLN"                   "OCM"                   
## [10065] "OCRL"                   "ODAM"                  
## [10067] "ODC1"                   "ODF2"                  
## [10069] "ODF2L"                  "ODF3"                  
## [10071] "ODF3B"                  "ODF3L1"                
## [10073] "ODF3L2"                 "OFD1"                  
## [10075] "OGDH"                   "OGDHL"                 
## [10077] "OGFOD1"                 "OGFOD2"                
## [10079] "OGFOD3"                 "OGFR"                  
## [10081] "OGFRL1"                 "OGG1"                  
## [10083] "OGN"                    "OGT"                   
## [10085] "OIP5"                   "OIP5-AS1"              
## [10087] "OIT3"                   "OLA1"                  
## [10089] "OLAH"                   "OLFM1"                 
## [10091] "OLFM2"                  "OLFM4"                 
## [10093] "OLFML1"                 "OLFML2A"               
## [10095] "OLFML2B"                "OLFML3"                
## [10097] "OLIG1"                  "OLIG2"                 
## [10099] "OLR1"                   "OMA1"                  
## [10101] "OMD"                    "OMG"                   
## [10103] "OMP"                    "ONECUT1"               
## [10105] "ONECUT2"                "OOEP"                  
## [10107] "OPA1"                   "OPA1-AS1"              
## [10109] "OPA3"                   "OPHN1"                 
## [10111] "OPLAH"                  "OPN1SW"                
## [10113] "OPN3"                   "OPRD1"                 
## [10115] "OPRK1"                  "OPRL1"                 
## [10117] "OPRM1"                  "OPTN"                  
## [10119] "OR10AD1"                "OR10G2"                
## [10121] "OR10V2P"                "OR10Z1"                
## [10123] "OR13A1"                 "OR1B1"                 
## [10125] "OR1F1"                  "OR1F2P"                
## [10127] "OR1J1"                  "OR1J2"                 
## [10129] "OR1J4"                  "OR1K1"                 
## [10131] "OR1L8"                  "OR1Q1"                 
## [10133] "OR2A1"                  "OR2A20P"               
## [10135] "OR2A4"                  "OR2A42"                
## [10137] "OR2A7"                  "OR2A9P"                
## [10139] "OR2AE1"                 "OR2AK2"                
## [10141] "OR2B11"                 "OR2B6"                 
## [10143] "OR2C1"                  "OR2C3"                 
## [10145] "OR2L13"                 "OR2L1P"                
## [10147] "OR2L2"                  "OR2L3"                 
## [10149] "OR2L5"                  "OR2T8"                 
## [10151] "OR2W3"                  "OR3A2"                 
## [10153] "OR3A3"                  "OR4C6"                 
## [10155] "OR4D1"                  "OR4X2"                 
## [10157] "OR51B5"                 "OR51E1"                
## [10159] "OR51E2"                 "OR52B4"                
## [10161] "OR52B6"                 "OR52H1"                
## [10163] "OR52I1"                 "OR52I2"                
## [10165] "OR52K1"                 "OR52K2"                
## [10167] "OR52N2"                 "OR52N4"                
## [10169] "OR52W1"                 "OR56A1"                
## [10171] "OR56B1"                 "OR56B4"                
## [10173] "OR5AU1"                 "OR5B12"                
## [10175] "OR5B2"                  "OR5B21"                
## [10177] "OR5K2"                  "OR6K3"                 
## [10179] "OR6N1"                  "OR6N2"                 
## [10181] "OR7C1"                  "OR7D2"                 
## [10183] "OR7E14P"                "OR7E2P"                
## [10185] "OR7E91P"                "OR8G5"                 
## [10187] "ORAI1"                  "ORAI2"                 
## [10189] "ORAI3"                  "ORC1"                  
## [10191] "ORC2"                   "ORC3"                  
## [10193] "ORC4"                   "ORC5"                  
## [10195] "ORC6"                   "ORM1"                  
## [10197] "ORM2"                   "ORMDL1"                
## [10199] "ORMDL2"                 "ORMDL3"                
## [10201] "OS9"                    "OSBP"                  
## [10203] "OSBP2"                  "OSBPL10"               
## [10205] "OSBPL10-AS1"            "OSBPL11"               
## [10207] "OSBPL1A"                "OSBPL2"                
## [10209] "OSBPL3"                 "OSBPL5"                
## [10211] "OSBPL6"                 "OSBPL7"                
## [10213] "OSBPL8"                 "OSBPL9"                
## [10215] "OSCAR"                  "OSCP1"                 
## [10217] "OSGEP"                  "OSGEPL1"               
## [10219] "OSGIN1"                 "OSGIN2"                
## [10221] "OSM"                    "OSMR"                  
## [10223] "OSR1"                   "OSR2"                  
## [10225] "OST4"                   "OSTC"                  
## [10227] "OSTF1"                  "OSTM1"                 
## [10229] "OSTN"                   "OTOA"                  
## [10231] "OTOF"                   "OTOGL"                 
## [10233] "OTOP2"                  "OTP"                   
## [10235] "OTUB1"                  "OTUB2"                 
## [10237] "OTUD1"                  "OTUD3"                 
## [10239] "OTUD4"                  "OTUD5"                 
## [10241] "OTUD6B"                 "OTUD7A"                
## [10243] "OTUD7B"                 "OTX1"                  
## [10245] "OVCA2"                  "OVCH1"                 
## [10247] "OVGP1"                  "OVOL1"                 
## [10249] "OVOL2"                  "OVOL3"                 
## [10251] "OXA1L"                  "OXCT1"                 
## [10253] "OXCT2"                  "OXER1"                 
## [10255] "OXGR1"                  "OXLD1"                 
## [10257] "OXNAD1"                 "OXR1"                  
## [10259] "OXSM"                   "OXSR1"                 
## [10261] "OXT"                    "OXTR"                  
## [10263] "P2RX1"                  "P2RX2"                 
## [10265] "P2RX3"                  "P2RX4"                 
## [10267] "P2RX5"                  "P2RX5-TAX1BP3"         
## [10269] "P2RX6"                  "P2RX6P"                
## [10271] "P2RX7"                  "P2RY1"                 
## [10273] "P2RY10"                 "P2RY11"                
## [10275] "P2RY12"                 "P2RY13"                
## [10277] "P2RY14"                 "P2RY2"                 
## [10279] "P2RY4"                  "P2RY6"                 
## [10281] "P4HA1"                  "P4HA2"                 
## [10283] "P4HA3"                  "P4HB"                  
## [10285] "P4HTM"                  "PA2G4"                 
## [10287] "PA2G4P4"                "PAAF1"                 
## [10289] "PABPC1"                 "PABPC1L"               
## [10291] "PABPC3"                 "PABPC4"                
## [10293] "PABPC4L"                "PABPN1"                
## [10295] "PABPN1L"                "PACRG"                 
## [10297] "PACRG-AS1"              "PACRGL"                
## [10299] "PACS1"                  "PACS2"                 
## [10301] "PACSIN1"                "PACSIN2"               
## [10303] "PACSIN3"                "PADI1"                 
## [10305] "PADI2"                  "PADI3"                 
## [10307] "PADI4"                  "PADI6"                 
## [10309] "PAEP"                   "PAF1"                  
## [10311] "PAFAH1B1"               "PAFAH1B2"              
## [10313] "PAFAH1B3"               "PAFAH2"                
## [10315] "PAG1"                   "PAGE1"                 
## [10317] "PAGE2"                  "PAGE2B"                
## [10319] "PAGE5"                  "PAGR1"                 
## [10321] "PAH"                    "PAICS"                 
## [10323] "PAIP1"                  "PAIP2"                 
## [10325] "PAIP2B"                 "PAK1"                  
## [10327] "PAK1IP1"                "PAK2"                  
## [10329] "PAK3"                   "PAK4"                  
## [10331] "PAK6"                   "PALB2"                 
## [10333] "PALD1"                  "PALLD"                 
## [10335] "PALM"                   "PALM3"                 
## [10337] "PALMD"                  "PAM"                   
## [10339] "PAM16"                  "PAMR1"                 
## [10341] "PAN2"                   "PAN3"                  
## [10343] "PAN3-AS1"               "PANK1"                 
## [10345] "PANK2"                  "PANK3"                 
## [10347] "PANK4"                  "PANX1"                 
## [10349] "PANX2"                  "PAOX"                  
## [10351] "PAPLN"                  "PAPOLA"                
## [10353] "PAPOLB"                 "PAPOLG"                
## [10355] "PAPPA"                  "PAPPA2"                
## [10357] "PAPSS1"                 "PAPSS2"                
## [10359] "PAQR3"                  "PAQR4"                 
## [10361] "PAQR5"                  "PAQR6"                 
## [10363] "PAQR7"                  "PAQR8"                 
## [10365] "PAQR9"                  "PARD3"                 
## [10367] "PARD3B"                 "PARD6A"                
## [10369] "PARD6B"                 "PARD6G"                
## [10371] "PARD6G-AS1"             "PARG"                  
## [10373] "PARK7"                  "PARL"                  
## [10375] "PARM1"                  "PARN"                  
## [10377] "PARP1"                  "PARP10"                
## [10379] "PARP11"                 "PARP12"                
## [10381] "PARP14"                 "PARP15"                
## [10383] "PARP16"                 "PARP2"                 
## [10385] "PARP3"                  "PARP4"                 
## [10387] "PARP6"                  "PARP8"                 
## [10389] "PARP9"                  "PARPBP"                
## [10391] "PARS2"                  "PART1"                 
## [10393] "PARVA"                  "PARVB"                 
## [10395] "PARVG"                  "PASK"                  
## [10397] "PATL1"                  "PATL2"                 
## [10399] "PATZ1"                  "PAWR"                  
## [10401] "PAX2"                   "PAX5"                  
## [10403] "PAX6"                   "PAX7"                  
## [10405] "PAX8"                   "PAX9"                  
## [10407] "PAXBP1"                 "PAXBP1-AS1"            
## [10409] "PAXIP1"                 "PBDC1"                 
## [10411] "PBK"                    "PBLD"                  
## [10413] "PBRM1"                  "PBX1"                  
## [10415] "PBX2"                   "PBX3"                  
## [10417] "PBX4"                   "PBXIP1"                
## [10419] "PC"                     "PCA3"                  
## [10421] "PCAT1"                  "PCBD1"                 
## [10423] "PCBD2"                  "PCBP1"                 
## [10425] "PCBP1-AS1"              "PCBP2"                 
## [10427] "PCBP3"                  "PCBP4"                 
## [10429] "PCCA"                   "PCCA-AS1"              
## [10431] "PCCB"                   "PCDH1"                 
## [10433] "PCDH10"                 "PCDH12"                
## [10435] "PCDH17"                 "PCDH18"                
## [10437] "PCDH19"                 "PCDH7"                 
## [10439] "PCDH9"                  "PCDHA1"                
## [10441] "PCDHA10"                "PCDHA11"               
## [10443] "PCDHA12"                "PCDHA13"               
## [10445] "PCDHA2"                 "PCDHA3"                
## [10447] "PCDHA4"                 "PCDHA5"                
## [10449] "PCDHA6"                 "PCDHA7"                
## [10451] "PCDHA8"                 "PCDHA9"                
## [10453] "PCDHAC1"                "PCDHAC2"               
## [10455] "PCDHB10"                "PCDHB11"               
## [10457] "PCDHB12"                "PCDHB13"               
## [10459] "PCDHB14"                "PCDHB15"               
## [10461] "PCDHB16"                "PCDHB19P"              
## [10463] "PCDHB2"                 "PCDHB3"                
## [10465] "PCDHB4"                 "PCDHB5"                
## [10467] "PCDHB6"                 "PCDHB7"                
## [10469] "PCDHB8"                 "PCDHB9"                
## [10471] "PCDHGA1"                "PCDHGA10"              
## [10473] "PCDHGA11"               "PCDHGA12"              
## [10475] "PCDHGA2"                "PCDHGA3"               
## [10477] "PCDHGA4"                "PCDHGA5"               
## [10479] "PCDHGA6"                "PCDHGA7"               
## [10481] "PCDHGA8"                "PCDHGA9"               
## [10483] "PCDHGB1"                "PCDHGB2"               
## [10485] "PCDHGB3"                "PCDHGB4"               
## [10487] "PCDHGB5"                "PCDHGB6"               
## [10489] "PCDHGB7"                "PCDHGB8P"              
## [10491] "PCDHGC3"                "PCDHGC4"               
## [10493] "PCDHGC5"                "PCED1A"                
## [10495] "PCED1B"                 "PCED1B-AS1"            
## [10497] "PCF11"                  "PCGF1"                 
## [10499] "PCGF2"                  "PCGF3"                 
## [10501] "PCGF5"                  "PCGF6"                 
## [10503] "PCID2"                  "PCIF1"                 
## [10505] "PCK1"                   "PCK2"                  
## [10507] "PCLO"                   "PCM1"                  
## [10509] "PCMT1"                  "PCMTD1"                
## [10511] "PCMTD2"                 "PCNA"                  
## [10513] "PCNP"                   "PCNT"                  
## [10515] "PCOLCE"                 "PCOLCE-AS1"            
## [10517] "PCOLCE2"                "PCP2"                  
## [10519] "PCP4L1"                 "PCSK1"                 
## [10521] "PCSK1N"                 "PCSK4"                 
## [10523] "PCSK5"                  "PCSK6"                 
## [10525] "PCSK7"                  "PCSK9"                 
## [10527] "PCTP"                   "PCYOX1"                
## [10529] "PCYOX1L"                "PCYT1A"                
## [10531] "PCYT1B"                 "PCYT2"                 
## [10533] "PDAP1"                  "PDC"                   
## [10535] "PDCD1"                  "PDCD10"                
## [10537] "PDCD11"                 "PDCD1LG2"              
## [10539] "PDCD2"                  "PDCD2L"                
## [10541] "PDCD4"                  "PDCD5"                 
## [10543] "PDCD6"                  "PDCD6IP"               
## [10545] "PDCD7"                  "PDCL"                  
## [10547] "PDCL3"                  "PDCL3P4"               
## [10549] "PDE10A"                 "PDE11A"                
## [10551] "PDE12"                  "PDE1A"                 
## [10553] "PDE1B"                  "PDE1C"                 
## [10555] "PDE2A"                  "PDE3A"                 
## [10557] "PDE3B"                  "PDE4A"                 
## [10559] "PDE4B"                  "PDE4C"                 
## [10561] "PDE4D"                  "PDE4DIP"               
## [10563] "PDE5A"                  "PDE6A"                 
## [10565] "PDE6B"                  "PDE6C"                 
## [10567] "PDE6D"                  "PDE6G"                 
## [10569] "PDE6H"                  "PDE7A"                 
## [10571] "PDE7B"                  "PDE8A"                 
## [10573] "PDE8B"                  "PDE9A"                 
## [10575] "PDF"                    "PDGFA"                 
## [10577] "PDGFB"                  "PDGFC"                 
## [10579] "PDGFD"                  "PDGFRA"                
## [10581] "PDGFRB"                 "PDGFRL"                
## [10583] "PDHA1"                  "PDHB"                  
## [10585] "PDHX"                   "PDIA2"                 
## [10587] "PDIA3"                  "PDIA4"                 
## [10589] "PDIA5"                  "PDIA6"                 
## [10591] "PDIK1L"                 "PDK1"                  
## [10593] "PDK2"                   "PDK3"                  
## [10595] "PDK4"                   "PDLIM1"                
## [10597] "PDLIM2"                 "PDLIM3"                
## [10599] "PDLIM4"                 "PDLIM5"                
## [10601] "PDLIM7"                 "PDP1"                  
## [10603] "PDP2"                   "PDPK1"                 
## [10605] "PDPN"                   "PDPR"                  
## [10607] "PDRG1"                  "PDS5A"                 
## [10609] "PDS5B"                  "PDSS1"                 
## [10611] "PDSS2"                  "PDX1"                  
## [10613] "PDXDC1"                 "PDXK"                  
## [10615] "PDXP"                   "PDYN"                  
## [10617] "PDZD11"                 "PDZD2"                 
## [10619] "PDZD3"                  "PDZD4"                 
## [10621] "PDZD7"                  "PDZD8"                 
## [10623] "PDZK1"                  "PDZK1IP1"              
## [10625] "PDZK1P1"                "PDZRN3"                
## [10627] "PDZRN4"                 "PEA15"                 
## [10629] "PEAK1"                  "PEAR1"                 
## [10631] "PEBP1"                  "PEBP4"                 
## [10633] "PECAM1"                 "PECR"                  
## [10635] "PEF1"                   "PEG10"                 
## [10637] "PEG3"                   "PELI1"                 
## [10639] "PELI2"                  "PELI3"                 
## [10641] "PELO"                   "PELP1"                 
## [10643] "PEMT"                   "PENK"                  
## [10645] "PEPD"                   "PER1"                  
## [10647] "PER2"                   "PER3"                  
## [10649] "PERP"                   "PES1"                  
## [10651] "PET100"                 "PET117"                
## [10653] "PEX1"                   "PEX10"                 
## [10655] "PEX11A"                 "PEX11B"                
## [10657] "PEX11G"                 "PEX12"                 
## [10659] "PEX13"                  "PEX14"                 
## [10661] "PEX16"                  "PEX19"                 
## [10663] "PEX2"                   "PEX26"                 
## [10665] "PEX3"                   "PEX5"                  
## [10667] "PEX5L"                  "PEX6"                  
## [10669] "PEX7"                   "PF4"                   
## [10671] "PF4V1"                  "PFAS"                  
## [10673] "PFDN1"                  "PFDN2"                 
## [10675] "PFDN4"                  "PFDN5"                 
## [10677] "PFDN6"                  "PFKFB1"                
## [10679] "PFKFB2"                 "PFKFB3"                
## [10681] "PFKFB4"                 "PFKL"                  
## [10683] "PFKM"                   "PFKP"                  
## [10685] "PFN1"                   "PFN1P2"                
## [10687] "PFN2"                   "PFN4"                  
## [10689] "PGA3"                   "PGA5"                  
## [10691] "PGAM1"                  "PGAM1P5"               
## [10693] "PGAM2"                  "PGAM4"                 
## [10695] "PGAM5"                  "PGAP1"                 
## [10697] "PGAP2"                  "PGAP3"                 
## [10699] "PGBD1"                  "PGBD2"                 
## [10701] "PGBD4"                  "PGBD5"                 
## [10703] "PGC"                    "PGD"                   
## [10705] "PGF"                    "PGGT1B"                
## [10707] "PGK1"                   "PGLS"                  
## [10709] "PGLYRP1"                "PGLYRP2"               
## [10711] "PGLYRP4"                "PGM1"                  
## [10713] "PGM2"                   "PGM2L1"                
## [10715] "PGM3"                   "PGM5"                  
## [10717] "PGM5-AS1"               "PGM5P2"                
## [10719] "PGP"                    "PGPEP1"                
## [10721] "PGPEP1L"                "PGRMC1"                
## [10723] "PGRMC2"                 "PGS1"                  
## [10725] "PHACTR1"                "PHACTR2"               
## [10727] "PHACTR3"                "PHACTR4"               
## [10729] "PHAX"                   "PHB"                   
## [10731] "PHB2"                   "PHC1"                  
## [10733] "PHC2"                   "PHC3"                  
## [10735] "PHEX"                   "PHF1"                  
## [10737] "PHF10"                  "PHF11"                 
## [10739] "PHF12"                  "PHF13"                 
## [10741] "PHF14"                  "PHF19"                 
## [10743] "PHF2"                   "PHF20"                 
## [10745] "PHF20L1"                "PHF21A"                
## [10747] "PHF21B"                 "PHF23"                 
## [10749] "PHF3"                   "PHF5A"                 
## [10751] "PHF6"                   "PHF7"                  
## [10753] "PHF8"                   "PHGDH"                 
## [10755] "PHGR1"                  "PHIP"                  
## [10757] "PHKA1"                  "PHKA2"                 
## [10759] "PHKA2-AS1"              "PHKB"                  
## [10761] "PHKG1"                  "PHKG2"                 
## [10763] "PHLDA1"                 "PHLDA2"                
## [10765] "PHLDA3"                 "PHLDB1"                
## [10767] "PHLDB2"                 "PHLDB3"                
## [10769] "PHLPP1"                 "PHLPP2"                
## [10771] "PHOSPHO1"               "PHOSPHO2"              
## [10773] "PHOX2A"                 "PHPT1"                 
## [10775] "PHRF1"                  "PHTF1"                 
## [10777] "PHTF2"                  "PHYH"                  
## [10779] "PHYHD1"                 "PHYHIP"                
## [10781] "PHYHIPL"                "PI15"                  
## [10783] "PI16"                   "PI3"                   
## [10785] "PI4K2A"                 "PI4K2B"                
## [10787] "PI4KA"                  "PI4KAP1"               
## [10789] "PI4KAP2"                "PI4KB"                 
## [10791] "PIANP"                  "PIAS1"                 
## [10793] "PIAS2"                  "PIAS3"                 
## [10795] "PIAS4"                  "PIBF1"                 
## [10797] "PICALM"                 "PICK1"                 
## [10799] "PID1"                   "PIEZO1"                
## [10801] "PIEZO2"                 "PIF1"                  
## [10803] "PIFO"                   "PIGA"                  
## [10805] "PIGB"                   "PIGC"                  
## [10807] "PIGF"                   "PIGG"                  
## [10809] "PIGH"                   "PIGK"                  
## [10811] "PIGL"                   "PIGM"                  
## [10813] "PIGN"                   "PIGO"                  
## [10815] "PIGP"                   "PIGQ"                  
## [10817] "PIGR"                   "PIGS"                  
## [10819] "PIGT"                   "PIGU"                  
## [10821] "PIGV"                   "PIGW"                  
## [10823] "PIGX"                   "PIGZ"                  
## [10825] "PIH1D1"                 "PIH1D2"                
## [10827] "PIK3AP1"                "PIK3C2A"               
## [10829] "PIK3C2B"                "PIK3C2G"               
## [10831] "PIK3C3"                 "PIK3CA"                
## [10833] "PIK3CB"                 "PIK3CD"                
## [10835] "PIK3CG"                 "PIK3IP1"               
## [10837] "PIK3R1"                 "PIK3R2"                
## [10839] "PIK3R3"                 "PIK3R4"                
## [10841] "PIK3R5"                 "PIK3R6"                
## [10843] "PIKFYVE"                "PILRA"                 
## [10845] "PILRB"                  "PIM1"                  
## [10847] "PIM2"                   "PIM3"                  
## [10849] "PIN1"                   "PIN4"                  
## [10851] "PIN4P1"                 "PINK1"                 
## [10853] "PINLYP"                 "PIP"                   
## [10855] "PIP4K2A"                "PIP4K2B"               
## [10857] "PIP4K2C"                "PIP5K1A"               
## [10859] "PIP5K1B"                "PIP5K1C"               
## [10861] "PIP5K1P1"               "PIP5KL1"               
## [10863] "PIPOX"                  "PIPSL"                 
## [10865] "PIR"                    "PISD"                  
## [10867] "PITHD1"                 "PITPNA"                
## [10869] "PITPNA-AS1"             "PITPNB"                
## [10871] "PITPNC1"                "PITPNM1"               
## [10873] "PITPNM2"                "PITPNM3"               
## [10875] "PITRM1"                 "PITRM1-AS1"            
## [10877] "PITX1"                  "PITX2"                 
## [10879] "PITX3"                  "PIWIL2"                
## [10881] "PIWIL4"                 "PJA1"                  
## [10883] "PJA2"                   "PKD1"                  
## [10885] "PKD1L1"                 "PKD1L2"                
## [10887] "PKD1L3"                 "PKD1P1"                
## [10889] "PKD2"                   "PKD2L1"                
## [10891] "PKD2L2"                 "PKDCC"                 
## [10893] "PKDREJ"                 "PKHD1"                 
## [10895] "PKHD1L1"                "PKIA"                  
## [10897] "PKIB"                   "PKIG"                  
## [10899] "PKLR"                   "PKM"                   
## [10901] "PKMYT1"                 "PKN1"                  
## [10903] "PKN2"                   "PKN3"                  
## [10905] "PKNOX1"                 "PKNOX2"                
## [10907] "PKP1"                   "PKP2"                  
## [10909] "PKP3"                   "PKP4"                  
## [10911] "PLA1A"                  "PLA2G10"               
## [10913] "PLA2G12A"               "PLA2G12B"              
## [10915] "PLA2G15"                "PLA2G1B"               
## [10917] "PLA2G2A"                "PLA2G2C"               
## [10919] "PLA2G2D"                "PLA2G4A"               
## [10921] "PLA2G4B"                "PLA2G4C"               
## [10923] "PLA2G4E"                "PLA2G4F"               
## [10925] "PLA2G6"                 "PLA2G7"                
## [10927] "PLA2R1"                 "PLAA"                  
## [10929] "PLAC1"                  "PLAC4"                 
## [10931] "PLAC8"                  "PLAC8L1"               
## [10933] "PLAC9"                  "PLAG1"                 
## [10935] "PLAGL1"                 "PLAGL2"                
## [10937] "PLAT"                   "PLAU"                  
## [10939] "PLAUR"                  "PLB1"                  
## [10941] "PLBD1"                  "PLBD2"                 
## [10943] "PLCB1"                  "PLCB2"                 
## [10945] "PLCB3"                  "PLCB4"                 
## [10947] "PLCD1"                  "PLCD3"                 
## [10949] "PLCD4"                  "PLCE1"                 
## [10951] "PLCG1"                  "PLCG2"                 
## [10953] "PLCH1"                  "PLCH2"                 
## [10955] "PLCL1"                  "PLCL2"                 
## [10957] "PLCXD1"                 "PLCXD2"                
## [10959] "PLCXD3"                 "PLD1"                  
## [10961] "PLD2"                   "PLD3"                  
## [10963] "PLD4"                   "PLD5"                  
## [10965] "PLD6"                   "PLEC"                  
## [10967] "PLEK"                   "PLEK2"                 
## [10969] "PLEKHA1"                "PLEKHA2"               
## [10971] "PLEKHA3"                "PLEKHA4"               
## [10973] "PLEKHA5"                "PLEKHA6"               
## [10975] "PLEKHA7"                "PLEKHA8"               
## [10977] "PLEKHA8P1"              "PLEKHB1"               
## [10979] "PLEKHB2"                "PLEKHD1"               
## [10981] "PLEKHF1"                "PLEKHF2"               
## [10983] "PLEKHG1"                "PLEKHG2"               
## [10985] "PLEKHG3"                "PLEKHG4B"              
## [10987] "PLEKHG5"                "PLEKHG6"               
## [10989] "PLEKHG7"                "PLEKHH1"               
## [10991] "PLEKHH2"                "PLEKHH3"               
## [10993] "PLEKHJ1"                "PLEKHM1"               
## [10995] "PLEKHM2"                "PLEKHM3"               
## [10997] "PLEKHN1"                "PLEKHO1"               
## [10999] "PLEKHO2"                "PLEKHS1"               
## [11001] "PLGLB1"                 "PLGLB2"                
## [11003] "PLGRKT"                 "PLIN1"                 
## [11005] "PLIN2"                  "PLIN3"                 
## [11007] "PLIN4"                  "PLIN5"                 
## [11009] "PLK1"                   "PLK2"                  
## [11011] "PLK3"                   "PLK4"                  
## [11013] "PLLP"                   "PLN"                   
## [11015] "PLOD1"                  "PLOD2"                 
## [11017] "PLOD3"                  "PLP1"                  
## [11019] "PLP2"                   "PLRG1"                 
## [11021] "PLS1"                   "PLS3"                  
## [11023] "PLSCR1"                 "PLSCR2"                
## [11025] "PLSCR3"                 "PLSCR4"                
## [11027] "PLTP"                   "PLVAP"                 
## [11029] "PLXDC1"                 "PLXDC2"                
## [11031] "PLXNA1"                 "PLXNA2"                
## [11033] "PLXNA3"                 "PLXNA4"                
## [11035] "PLXNB1"                 "PLXNB2"                
## [11037] "PLXNB3"                 "PLXNC1"                
## [11039] "PLXND1"                 "PM20D1"                
## [11041] "PM20D2"                 "PMAIP1"                
## [11043] "PMEL"                   "PMEPA1"                
## [11045] "PMF1"                   "PMF1-BGLAP"            
## [11047] "PMFBP1"                 "PML"                   
## [11049] "PMM1"                   "PMM2"                  
## [11051] "PMP22"                  "PMPCA"                 
## [11053] "PMPCB"                  "PMS1"                  
## [11055] "PMS2"                   "PMS2CL"                
## [11057] "PMS2P1"                 "PMS2P3"                
## [11059] "PMS2P4"                 "PMS2P5"                
## [11061] "PMVK"                   "PNCK"                  
## [11063] "PNISR"                  "PNKD"                  
## [11065] "PNKP"                   "PNLDC1"                
## [11067] "PNLIPRP2"               "PNLIPRP3"              
## [11069] "PNMA1"                  "PNMA2"                 
## [11071] "PNMA3"                  "PNMA5"                 
## [11073] "PNMA6A"                 "PNMT"                  
## [11075] "PNN"                    "PNO1"                  
## [11077] "PNOC"                   "PNP"                   
## [11079] "PNPLA1"                 "PNPLA2"                
## [11081] "PNPLA3"                 "PNPLA4"                
## [11083] "PNPLA6"                 "PNPLA7"                
## [11085] "PNPLA8"                 "PNPO"                  
## [11087] "PNPT1"                  "PNRC1"                 
## [11089] "PNRC2"                  "POC1A"                 
## [11091] "POC1B"                  "POC1B-GALNT4"          
## [11093] "POC5"                   "PODN"                  
## [11095] "PODNL1"                 "PODXL"                 
## [11097] "PODXL2"                 "POF1B"                 
## [11099] "POFUT1"                 "POFUT2"                
## [11101] "POGK"                   "POGLUT1"               
## [11103] "POGZ"                   "POLA1"                 
## [11105] "POLA2"                  "POLB"                  
## [11107] "POLD1"                  "POLD2"                 
## [11109] "POLD3"                  "POLD4"                 
## [11111] "POLDIP2"                "POLDIP3"               
## [11113] "POLE"                   "POLE2"                 
## [11115] "POLE3"                  "POLE4"                 
## [11117] "POLG"                   "POLG2"                 
## [11119] "POLH"                   "POLI"                  
## [11121] "POLK"                   "POLL"                  
## [11123] "POLM"                   "POLN"                  
## [11125] "POLQ"                   "POLR1A"                
## [11127] "POLR1B"                 "POLR1C"                
## [11129] "POLR1D"                 "POLR1E"                
## [11131] "POLR2A"                 "POLR2B"                
## [11133] "POLR2C"                 "POLR2D"                
## [11135] "POLR2E"                 "POLR2F"                
## [11137] "POLR2G"                 "POLR2H"                
## [11139] "POLR2I"                 "POLR2J"                
## [11141] "POLR2J2"                "POLR2K"                
## [11143] "POLR2L"                 "POLR2M"                
## [11145] "POLR3A"                 "POLR3B"                
## [11147] "POLR3C"                 "POLR3D"                
## [11149] "POLR3E"                 "POLR3F"                
## [11151] "POLR3G"                 "POLR3GL"               
## [11153] "POLR3H"                 "POLR3K"                
## [11155] "POLRMT"                 "POM121"                
## [11157] "POM121C"                "POM121L10P"            
## [11159] "POM121L2"               "POM121L8P"             
## [11161] "POM121L9P"              "POMC"                  
## [11163] "POMGNT1"                "POMP"                  
## [11165] "POMT1"                  "POMT2"                 
## [11167] "POMZP3"                 "PON1"                  
## [11169] "PON2"                   "PON3"                  
## [11171] "POP1"                   "POP4"                  
## [11173] "POP5"                   "POP7"                  
## [11175] "POPDC2"                 "POPDC3"                
## [11177] "POR"                    "PORCN"                 
## [11179] "POSTN"                  "POT1"                  
## [11181] "POTEE"                  "POTEF"                 
## [11183] "POU1F1"                 "POU2AF1"               
## [11185] "POU2F1"                 "POU2F2"                
## [11187] "POU2F3"                 "POU3F1"                
## [11189] "POU3F2"                 "POU3F3"                
## [11191] "POU4F1"                 "POU4F3"                
## [11193] "POU5F1"                 "POU5F1B"               
## [11195] "POU5F1P3"               "POU5F1P4"              
## [11197] "POU5F2"                 "POU6F1"                
## [11199] "POU6F2"                 "PP2D1"                 
## [11201] "PPA1"                   "PPA2"                  
## [11203] "PPAN"                   "PPARA"                 
## [11205] "PPARD"                  "PPARG"                 
## [11207] "PPARGC1A"               "PPARGC1B"              
## [11209] "PPAT"                   "PPBP"                  
## [11211] "PPBPP2"                 "PPCDC"                 
## [11213] "PPCS"                   "PPDPF"                 
## [11215] "PPEF1"                  "PPEF2"                 
## [11217] "PPFIA1"                 "PPFIA2"                
## [11219] "PPFIA3"                 "PPFIA4"                
## [11221] "PPFIBP1"                "PPFIBP2"               
## [11223] "PPHLN1"                 "PPIA"                  
## [11225] "PPIAL4C"                "PPIAL4G"               
## [11227] "PPIAP30"                "PPIB"                  
## [11229] "PPIC"                   "PPID"                  
## [11231] "PPIE"                   "PPIEL"                 
## [11233] "PPIF"                   "PPIG"                  
## [11235] "PPIH"                   "PPIL1"                 
## [11237] "PPIL2"                  "PPIL3"                 
## [11239] "PPIL4"                  "PPIL6"                 
## [11241] "PPIP5K1"                "PPIP5K2"               
## [11243] "PPL"                    "PPM1A"                 
## [11245] "PPM1B"                  "PPM1D"                 
## [11247] "PPM1E"                  "PPM1F"                 
## [11249] "PPM1G"                  "PPM1H"                 
## [11251] "PPM1J"                  "PPM1K"                 
## [11253] "PPM1L"                  "PPM1M"                 
## [11255] "PPM1N"                  "PPME1"                 
## [11257] "PPOX"                   "PPP1CA"                
## [11259] "PPP1CB"                 "PPP1CC"                
## [11261] "PPP1R10"                "PPP1R11"               
## [11263] "PPP1R12A"               "PPP1R12B"              
## [11265] "PPP1R12C"               "PPP1R13B"              
## [11267] "PPP1R13L"               "PPP1R14A"              
## [11269] "PPP1R14B"               "PPP1R14C"              
## [11271] "PPP1R14D"               "PPP1R15A"              
## [11273] "PPP1R15B"               "PPP1R16A"              
## [11275] "PPP1R16B"               "PPP1R17"               
## [11277] "PPP1R18"                "PPP1R1A"               
## [11279] "PPP1R1B"                "PPP1R1C"               
## [11281] "PPP1R2"                 "PPP1R21"               
## [11283] "PPP1R26"                "PPP1R27"               
## [11285] "PPP1R32"                "PPP1R35"               
## [11287] "PPP1R36"                "PPP1R37"               
## [11289] "PPP1R3B"                "PPP1R3C"               
## [11291] "PPP1R3D"                "PPP1R3E"               
## [11293] "PPP1R3F"                "PPP1R3G"               
## [11295] "PPP1R42"                "PPP1R7"                
## [11297] "PPP1R8"                 "PPP1R9A"               
## [11299] "PPP1R9B"                "PPP2CA"                
## [11301] "PPP2CB"                 "PPP2R1A"               
## [11303] "PPP2R1B"                "PPP2R2A"               
## [11305] "PPP2R2B"                "PPP2R2C"               
## [11307] "PPP2R2D"                "PPP2R3A"               
## [11309] "PPP2R3B"                "PPP2R3C"               
## [11311] "PPP2R5A"                "PPP2R5B"               
## [11313] "PPP2R5C"                "PPP2R5D"               
## [11315] "PPP2R5E"                "PPP3CA"                
## [11317] "PPP3CB"                 "PPP3CC"                
## [11319] "PPP3R1"                 "PPP3R2"                
## [11321] "PPP4C"                  "PPP4R1"                
## [11323] "PPP4R1L"                "PPP4R2"                
## [11325] "PPP4R4"                 "PPP5C"                 
## [11327] "PPP5D1"                 "PPP6C"                 
## [11329] "PPP6R1"                 "PPP6R2"                
## [11331] "PPP6R3"                 "PPRC1"                 
## [11333] "PPT1"                   "PPT2"                  
## [11335] "PPT2-EGFL8"             "PPTC7"                 
## [11337] "PPWD1"                  "PPY"                   
## [11339] "PQBP1"                  "PRADC1"                
## [11341] "PRAF2"                  "PRAM1"                 
## [11343] "PRAME"                  "PRAP1"                 
## [11345] "PRB3"                   "PRB4"                  
## [11347] "PRC1"                   "PRCC"                  
## [11349] "PRCD"                   "PRCP"                  
## [11351] "PRDM1"                  "PRDM10"                
## [11353] "PRDM11"                 "PRDM12"                
## [11355] "PRDM13"                 "PRDM15"                
## [11357] "PRDM16"                 "PRDM2"                 
## [11359] "PRDM4"                  "PRDM5"                 
## [11361] "PRDM6"                  "PRDM7"                 
## [11363] "PRDM8"                  "PRDX1"                 
## [11365] "PRDX2"                  "PRDX3"                 
## [11367] "PRDX4"                  "PRDX5"                 
## [11369] "PRDX6"                  "PREB"                  
## [11371] "PRELID1"                "PRELID2"               
## [11373] "PRELP"                  "PREP"                  
## [11375] "PREPL"                  "PREX1"                 
## [11377] "PREX2"                  "PRF1"                  
## [11379] "PRG2"                   "PRG4"                  
## [11381] "PRH1"                   "PRH2"                  
## [11383] "PRICKLE1"               "PRICKLE2"              
## [11385] "PRICKLE2-AS1"           "PRICKLE3"              
## [11387] "PRICKLE4"               "PRIM1"                 
## [11389] "PRIM2"                  "PRIMA1"                
## [11391] "PRKAA1"                 "PRKAA2"                
## [11393] "PRKAB1"                 "PRKAB2"                
## [11395] "PRKACA"                 "PRKACB"                
## [11397] "PRKAG1"                 "PRKAG2"                
## [11399] "PRKAG2-AS1"             "PRKAG3"                
## [11401] "PRKAR1A"                "PRKAR1B"               
## [11403] "PRKAR2A"                "PRKAR2B"               
## [11405] "PRKCA"                  "PRKCB"                 
## [11407] "PRKCD"                  "PRKCE"                 
## [11409] "PRKCG"                  "PRKCH"                 
## [11411] "PRKCI"                  "PRKCQ"                 
## [11413] "PRKCQ-AS1"              "PRKCSH"                
## [11415] "PRKCZ"                  "PRKD1"                 
## [11417] "PRKD2"                  "PRKD3"                 
## [11419] "PRKDC"                  "PRKG1"                 
## [11421] "PRKG1-AS1"              "PRKG2"                 
## [11423] "PRKRA"                  "PRKRIP1"               
## [11425] "PRKX"                   "PRKXP1"                
## [11427] "PRKY"                   "PRL"                   
## [11429] "PRLR"                   "PRMT1"                 
## [11431] "PRMT2"                  "PRMT3"                 
## [11433] "PRMT5"                  "PRMT6"                 
## [11435] "PRMT7"                  "PRND"                  
## [11437] "PRNP"                   "PROB1"                 
## [11439] "PROC"                   "PROCA1"                
## [11441] "PROCR"                  "PRODH"                 
## [11443] "PRODH2"                 "PROK2"                 
## [11445] "PROKR1"                 "PROM1"                 
## [11447] "PROM2"                  "PRORSD1P"              
## [11449] "PROS1"                  "PROSER1"               
## [11451] "PROSER2"                "PROSER2-AS1"           
## [11453] "PROX1"                  "PROX2"                 
## [11455] "PROZ"                   "PRPF18"                
## [11457] "PRPF19"                 "PRPF3"                 
## [11459] "PRPF31"                 "PRPF38A"               
## [11461] "PRPF38B"                "PRPF39"                
## [11463] "PRPF4"                  "PRPF40A"               
## [11465] "PRPF40B"                "PRPF4B"                
## [11467] "PRPF6"                  "PRPF8"                 
## [11469] "PRPH"                   "PRPH2"                 
## [11471] "PRPS1"                  "PRPS2"                 
## [11473] "PRPSAP1"                "PRPSAP2"               
## [11475] "PRR11"                  "PRR12"                 
## [11477] "PRR13"                  "PRR14"                 
## [11479] "PRR14L"                 "PRR15"                 
## [11481] "PRR15L"                 "PRR16"                 
## [11483] "PRR18"                  "PRR19"                 
## [11485] "PRR22"                  "PRR26"                 
## [11487] "PRR3"                   "PRR4"                  
## [11489] "PRR5"                   "PRR5-ARHGAP8"          
## [11491] "PRR5L"                  "PRR7"                  
## [11493] "PRR7-AS1"               "PRRC1"                 
## [11495] "PRRC2A"                 "PRRC2B"                
## [11497] "PRRC2C"                 "PRRG1"                 
## [11499] "PRRG2"                  "PRRG4"                 
## [11501] "PRRT1"                  "PRRT2"                 
## [11503] "PRRT3"                  "PRRT3-AS1"             
## [11505] "PRRT4"                  "PRRX1"                 
## [11507] "PRRX2"                  "PRSS1"                 
## [11509] "PRSS12"                 "PRSS16"                
## [11511] "PRSS21"                 "PRSS22"                
## [11513] "PRSS23"                 "PRSS27"                
## [11515] "PRSS3"                  "PRSS30P"               
## [11517] "PRSS33"                 "PRSS35"                
## [11519] "PRSS36"                 "PRSS37"                
## [11521] "PRSS41"                 "PRSS53"                
## [11523] "PRSS56"                 "PRSS57"                
## [11525] "PRSS8"                  "PRTFDC1"               
## [11527] "PRTG"                   "PRTN3"                 
## [11529] "PRUNE2"                 "PRX"                   
## [11531] "PSAP"                   "PSAPL1"                
## [11533] "PSAT1"                  "PSCA"                  
## [11535] "PSD"                    "PSD2"                  
## [11537] "PSD3"                   "PSD4"                  
## [11539] "PSEN1"                  "PSEN2"                 
## [11541] "PSENEN"                 "PSG1"                  
## [11543] "PSG2"                   "PSG3"                  
## [11545] "PSG4"                   "PSG5"                  
## [11547] "PSG6"                   "PSG7"                  
## [11549] "PSG8"                   "PSG9"                  
## [11551] "PSIP1"                  "PSKH1"                 
## [11553] "PSMA1"                  "PSMA2"                 
## [11555] "PSMA3"                  "PSMA4"                 
## [11557] "PSMA5"                  "PSMA6"                 
## [11559] "PSMA7"                  "PSMA8"                 
## [11561] "PSMB1"                  "PSMB10"                
## [11563] "PSMB2"                  "PSMB3"                 
## [11565] "PSMB4"                  "PSMB5"                 
## [11567] "PSMB6"                  "PSMB7"                 
## [11569] "PSMB8"                  "PSMB9"                 
## [11571] "PSMC1"                  "PSMC2"                 
## [11573] "PSMC3"                  "PSMC3IP"               
## [11575] "PSMC4"                  "PSMC5"                 
## [11577] "PSMC6"                  "PSMD1"                 
## [11579] "PSMD10"                 "PSMD11"                
## [11581] "PSMD12"                 "PSMD13"                
## [11583] "PSMD14"                 "PSMD2"                 
## [11585] "PSMD3"                  "PSMD4"                 
## [11587] "PSMD5"                  "PSMD6"                 
## [11589] "PSMD6-AS2"              "PSMD7"                 
## [11591] "PSMD8"                  "PSMD9"                 
## [11593] "PSME1"                  "PSME2"                 
## [11595] "PSME3"                  "PSME4"                 
## [11597] "PSMF1"                  "PSMG1"                 
## [11599] "PSMG2"                  "PSMG3"                 
## [11601] "PSMG3-AS1"              "PSMG4"                 
## [11603] "PSORS1C1"               "PSORS1C2"              
## [11605] "PSORS1C3"               "PSPC1"                 
## [11607] "PSPH"                   "PSPN"                  
## [11609] "PSRC1"                  "PSTK"                  
## [11611] "PSTPIP1"                "PSTPIP2"               
## [11613] "PTAFR"                  "PTAR1"                 
## [11615] "PTBP1"                  "PTBP2"                 
## [11617] "PTBP3"                  "PTCD1"                 
## [11619] "PTCD2"                  "PTCD3"                 
## [11621] "PTCH1"                  "PTCH2"                 
## [11623] "PTCHD1"                 "PTCHD4"                
## [11625] "PTCRA"                  "PTDSS1"                
## [11627] "PTDSS2"                 "PTEN"                  
## [11629] "PTENP1"                 "PTER"                  
## [11631] "PTGDR"                  "PTGDR2"                
## [11633] "PTGDS"                  "PTGER1"                
## [11635] "PTGER2"                 "PTGER3"                
## [11637] "PTGER4"                 "PTGES"                 
## [11639] "PTGES2"                 "PTGES3"                
## [11641] "PTGES3L"                "PTGES3L-AARSD1"        
## [11643] "PTGFR"                  "PTGFRN"                
## [11645] "PTGIR"                  "PTGIS"                 
## [11647] "PTGR1"                  "PTGR2"                 
## [11649] "PTGS1"                  "PTGS2"                 
## [11651] "PTH1R"                  "PTH2R"                 
## [11653] "PTHLH"                  "PTK2"                  
## [11655] "PTK2B"                  "PTK6"                  
## [11657] "PTK7"                   "PTMA"                  
## [11659] "PTMS"                   "PTN"                   
## [11661] "PTOV1"                  "PTOV1-AS1"             
## [11663] "PTP4A1"                 "PTP4A2"                
## [11665] "PTP4A3"                 "PTPDC1"                
## [11667] "PTPMT1"                 "PTPN1"                 
## [11669] "PTPN11"                 "PTPN12"                
## [11671] "PTPN13"                 "PTPN14"                
## [11673] "PTPN18"                 "PTPN2"                 
## [11675] "PTPN21"                 "PTPN22"                
## [11677] "PTPN23"                 "PTPN3"                 
## [11679] "PTPN4"                  "PTPN5"                 
## [11681] "PTPN6"                  "PTPN7"                 
## [11683] "PTPN9"                  "PTPRA"                 
## [11685] "PTPRB"                  "PTPRC"                 
## [11687] "PTPRCAP"                "PTPRD"                 
## [11689] "PTPRE"                  "PTPRF"                 
## [11691] "PTPRG"                  "PTPRG-AS1"             
## [11693] "PTPRH"                  "PTPRJ"                 
## [11695] "PTPRK"                  "PTPRM"                 
## [11697] "PTPRN"                  "PTPRN2"                
## [11699] "PTPRO"                  "PTPRQ"                 
## [11701] "PTPRR"                  "PTPRS"                 
## [11703] "PTPRT"                  "PTPRU"                 
## [11705] "PTPRVP"                 "PTPRZ1"                
## [11707] "PTRH1"                  "PTRH2"                 
## [11709] "PTRHD1"                 "PTS"                   
## [11711] "PTTG1"                  "PTTG1IP"               
## [11713] "PTTG2"                  "PTTG3P"                
## [11715] "PTX3"                   "PTX4"                  
## [11717] "PUF60"                  "PUM1"                  
## [11719] "PUM2"                   "PURA"                  
## [11721] "PURB"                   "PURG"                  
## [11723] "PUS1"                   "PUS10"                 
## [11725] "PUS3"                   "PUS7"                  
## [11727] "PUS7L"                  "PUSL1"                 
## [11729] "PVALB"                  "PVR"                   
## [11731] "PVRIG"                  "PVT1"                  
## [11733] "PWP1"                   "PWP2"                  
## [11735] "PWWP2A"                 "PWWP2B"                
## [11737] "PXDC1"                  "PXDN"                  
## [11739] "PXDNL"                  "PXK"                   
## [11741] "PXMP2"                  "PXMP4"                 
## [11743] "PXN"                    "PXN-AS1"               
## [11745] "PXT1"                   "PYCARD"                
## [11747] "PYCR1"                  "PYCR2"                 
## [11749] "PYGB"                   "PYGL"                  
## [11751] "PYGM"                   "PYGO1"                 
## [11753] "PYGO2"                  "PYHIN1"                
## [11755] "PYROXD1"                "PYROXD2"               
## [11757] "PYURF"                  "PYY"                   
## [11759] "PYY2"                   "PZP"                   
## [11761] "QDPR"                   "QKI"                   
## [11763] "QPCT"                   "QPCTL"                 
## [11765] "QPRT"                   "QRFP"                  
## [11767] "QRFPR"                  "QRICH1"                
## [11769] "QRICH2"                 "QRSL1"                 
## [11771] "QSER1"                  "QSOX1"                 
## [11773] "QSOX2"                  "QTRT1"                 
## [11775] "R3HCC1"                 "R3HCC1L"               
## [11777] "R3HDM1"                 "R3HDM2"                
## [11779] "R3HDM4"                 "R3HDML"                
## [11781] "RAB10"                  "RAB11A"                
## [11783] "RAB11B"                 "RAB11B-AS1"            
## [11785] "RAB11FIP1"              "RAB11FIP2"             
## [11787] "RAB11FIP3"              "RAB11FIP4"             
## [11789] "RAB11FIP5"              "RAB12"                 
## [11791] "RAB13"                  "RAB14"                 
## [11793] "RAB15"                  "RAB17"                 
## [11795] "RAB18"                  "RAB19"                 
## [11797] "RAB1A"                  "RAB1B"                 
## [11799] "RAB20"                  "RAB21"                 
## [11801] "RAB22A"                 "RAB23"                 
## [11803] "RAB24"                  "RAB25"                 
## [11805] "RAB26"                  "RAB27A"                
## [11807] "RAB27B"                 "RAB28"                 
## [11809] "RAB2A"                  "RAB2B"                 
## [11811] "RAB30"                  "RAB31"                 
## [11813] "RAB32"                  "RAB33A"                
## [11815] "RAB33B"                 "RAB34"                 
## [11817] "RAB35"                  "RAB36"                 
## [11819] "RAB37"                  "RAB38"                 
## [11821] "RAB39A"                 "RAB39B"                
## [11823] "RAB3A"                  "RAB3B"                 
## [11825] "RAB3C"                  "RAB3D"                 
## [11827] "RAB3GAP1"               "RAB3GAP2"              
## [11829] "RAB3IL1"                "RAB3IP"                
## [11831] "RAB40A"                 "RAB40AL"               
## [11833] "RAB40B"                 "RAB40C"                
## [11835] "RAB41"                  "RAB42"                 
## [11837] "RAB43"                  "RAB44"                 
## [11839] "RAB4A"                  "RAB4B"                 
## [11841] "RAB5A"                  "RAB5B"                 
## [11843] "RAB5C"                  "RAB6A"                 
## [11845] "RAB6B"                  "RAB6C"                 
## [11847] "RAB7A"                  "RAB8A"                 
## [11849] "RAB8B"                  "RAB9A"                 
## [11851] "RAB9B"                  "RABAC1"                
## [11853] "RABEP1"                 "RABEP2"                
## [11855] "RABEPK"                 "RABGAP1"               
## [11857] "RABGAP1L"               "RABGEF1"               
## [11859] "RABGGTA"                "RABGGTB"               
## [11861] "RABIF"                  "RABL2A"                
## [11863] "RABL2B"                 "RABL3"                 
## [11865] "RABL6"                  "RAC1"                  
## [11867] "RAC2"                   "RAC3"                  
## [11869] "RACGAP1"                "RAD1"                  
## [11871] "RAD17"                  "RAD18"                 
## [11873] "RAD21"                  "RAD21-AS1"             
## [11875] "RAD21L1"                "RAD23A"                
## [11877] "RAD23B"                 "RAD50"                 
## [11879] "RAD51"                  "RAD51AP1"              
## [11881] "RAD51B"                 "RAD51C"                
## [11883] "RAD51D"                 "RAD52"                 
## [11885] "RAD54B"                 "RAD54L"                
## [11887] "RAD54L2"                "RAD9A"                 
## [11889] "RAD9B"                  "RADIL"                 
## [11891] "RAE1"                   "RAET1E"                
## [11893] "RAET1G"                 "RAET1K"                
## [11895] "RAET1L"                 "RAF1"                  
## [11897] "RAG1"                   "RAG2"                  
## [11899] "RAI1"                   "RAI14"                 
## [11901] "RAI2"                   "RALA"                  
## [11903] "RALB"                   "RALBP1"                
## [11905] "RALGAPA1"               "RALGAPA2"              
## [11907] "RALGAPB"                "RALGDS"                
## [11909] "RALGPS1"                "RALGPS2"               
## [11911] "RALY"                   "RAMP1"                 
## [11913] "RAMP2"                  "RAMP2-AS1"             
## [11915] "RAMP3"                  "RAN"                   
## [11917] "RANBP1"                 "RANBP10"               
## [11919] "RANBP17"                "RANBP2"                
## [11921] "RANBP3"                 "RANBP3L"               
## [11923] "RANBP6"                 "RANBP9"                
## [11925] "RANGAP1"                "RANGRF"                
## [11927] "RAP1A"                  "RAP1B"                 
## [11929] "RAP1GAP"                "RAP1GDS1"              
## [11931] "RAP2A"                  "RAP2B"                 
## [11933] "RAP2C"                  "RAPGEF1"               
## [11935] "RAPGEF2"                "RAPGEF3"               
## [11937] "RAPGEF4"                "RAPGEF4-AS1"           
## [11939] "RAPGEF5"                "RAPGEF6"               
## [11941] "RAPGEFL1"               "RAPH1"                 
## [11943] "RAPSN"                  "RARA"                  
## [11945] "RARB"                   "RARG"                  
## [11947] "RARRES1"                "RARRES2"               
## [11949] "RARS2"                  "RASA1"                 
## [11951] "RASA2"                  "RASA3"                 
## [11953] "RASA4"                  "RASA4CP"               
## [11955] "RASAL1"                 "RASAL2"                
## [11957] "RASAL2-AS1"             "RASAL3"                
## [11959] "RASD1"                  "RASD2"                 
## [11961] "RASEF"                  "RASGEF1A"              
## [11963] "RASGEF1B"               "RASGEF1C"              
## [11965] "RASGRF1"                "RASGRF2"               
## [11967] "RASGRP1"                "RASGRP2"               
## [11969] "RASGRP3"                "RASGRP4"               
## [11971] "RASIP1"                 "RASL10A"               
## [11973] "RASL10B"                "RASL11A"               
## [11975] "RASL11B"                "RASL12"                
## [11977] "RASSF1"                 "RASSF10"               
## [11979] "RASSF2"                 "RASSF3"                
## [11981] "RASSF4"                 "RASSF5"                
## [11983] "RASSF6"                 "RASSF7"                
## [11985] "RASSF8"                 "RASSF9"                
## [11987] "RAVER1"                 "RAVER2"                
## [11989] "RAX2"                   "RB1"                   
## [11991] "RB1CC1"                 "RBAK"                  
## [11993] "RBBP4"                  "RBBP5"                 
## [11995] "RBBP6"                  "RBBP7"                 
## [11997] "RBBP8"                  "RBBP8NL"               
## [11999] "RBBP9"                  "RBCK1"                 
## [12001] "RBFA"                   "RBFOX1"                
## [12003] "RBFOX2"                 "RBFOX3"                
## [12005] "RBKS"                   "RBL1"                  
## [12007] "RBL2"                   "RBM10"                 
## [12009] "RBM11"                  "RBM12"                 
## [12011] "RBM12B"                 "RBM12B-AS1"            
## [12013] "RBM14"                  "RBM14-RBM4"            
## [12015] "RBM15"                  "RBM15B"                
## [12017] "RBM17"                  "RBM18"                 
## [12019] "RBM19"                  "RBM20"                 
## [12021] "RBM22"                  "RBM23"                 
## [12023] "RBM24"                  "RBM25"                 
## [12025] "RBM26"                  "RBM26-AS1"             
## [12027] "RBM27"                  "RBM28"                 
## [12029] "RBM3"                   "RBM33"                 
## [12031] "RBM34"                  "RBM38"                 
## [12033] "RBM39"                  "RBM4"                  
## [12035] "RBM41"                  "RBM42"                 
## [12037] "RBM43"                  "RBM44"                 
## [12039] "RBM45"                  "RBM47"                 
## [12041] "RBM48"                  "RBM4B"                 
## [12043] "RBM5"                   "RBM6"                  
## [12045] "RBM7"                   "RBM8A"                 
## [12047] "RBMS1"                  "RBMS2"                 
## [12049] "RBMS3"                  "RBMX"                  
## [12051] "RBMX2"                  "RBMXL1"                
## [12053] "RBP1"                   "RBP2"                  
## [12055] "RBP4"                   "RBP5"                  
## [12057] "RBP7"                   "RBPJ"                  
## [12059] "RBPMS"                  "RBPMS2"                
## [12061] "RBX1"                   "RC3H1"                 
## [12063] "RC3H2"                  "RCAN1"                 
## [12065] "RCAN2"                  "RCAN3"                 
## [12067] "RCAN3AS"                "RCBTB1"                
## [12069] "RCBTB2"                 "RCC1"                  
## [12071] "RCC2"                   "RCCD1"                 
## [12073] "RCE1"                   "RCHY1"                 
## [12075] "RCL1"                   "RCN1"                  
## [12077] "RCN2"                   "RCN3"                  
## [12079] "RCOR1"                  "RCOR2"                 
## [12081] "RCOR3"                  "RCSD1"                 
## [12083] "RCVRN"                  "RD3L"                  
## [12085] "RDH10"                  "RDH11"                 
## [12087] "RDH12"                  "RDH13"                 
## [12089] "RDH14"                  "RDH16"                 
## [12091] "RDH5"                   "RDM1"                  
## [12093] "RDX"                    "REC8"                  
## [12095] "RECK"                   "RECQL"                 
## [12097] "RECQL4"                 "RECQL5"                
## [12099] "REEP1"                  "REEP2"                 
## [12101] "REEP3"                  "REEP4"                 
## [12103] "REEP5"                  "REEP6"                 
## [12105] "REG4"                   "REL"                   
## [12107] "RELA"                   "RELB"                  
## [12109] "RELL1"                  "RELL2"                 
## [12111] "RELN"                   "RELT"                  
## [12113] "REM2"                   "REN"                   
## [12115] "RENBP"                  "REP15"                 
## [12117] "REPIN1"                 "REPS1"                 
## [12119] "REPS2"                  "RER1"                  
## [12121] "RERE"                   "RERG"                  
## [12123] "RERGL"                  "REST"                  
## [12125] "RET"                    "RETN"                  
## [12127] "RETSAT"                 "REV1"                  
## [12129] "REV3L"                  "REXO1"                 
## [12131] "REXO2"                  "REXO4"                 
## [12133] "RFC1"                   "RFC2"                  
## [12135] "RFC3"                   "RFC4"                  
## [12137] "RFC5"                   "RFESD"                 
## [12139] "RFFL"                   "RFK"                   
## [12141] "RFNG"                   "RFPL1"                 
## [12143] "RFPL2"                  "RFPL3S"                
## [12145] "RFPL4A"                 "RFPL4B"                
## [12147] "RFT1"                   "RFTN1"                 
## [12149] "RFTN2"                  "RFWD3"                 
## [12151] "RFX1"                   "RFX2"                  
## [12153] "RFX3"                   "RFX4"                  
## [12155] "RFX5"                   "RFX7"                  
## [12157] "RFX8"                   "RFXANK"                
## [12159] "RFXAP"                  "RGCC"                  
## [12161] "RGL1"                   "RGL2"                  
## [12163] "RGL3"                   "RGL4"                  
## [12165] "RGMA"                   "RGMB"                  
## [12167] "RGN"                    "RGP1"                  
## [12169] "RGPD1"                  "RGPD2"                 
## [12171] "RGPD3"                  "RGPD4"                 
## [12173] "RGPD5"                  "RGPD8"                 
## [12175] "RGS1"                   "RGS10"                 
## [12177] "RGS11"                  "RGS12"                 
## [12179] "RGS13"                  "RGS14"                 
## [12181] "RGS16"                  "RGS17"                 
## [12183] "RGS18"                  "RGS19"                 
## [12185] "RGS2"                   "RGS20"                 
## [12187] "RGS22"                  "RGS3"                  
## [12189] "RGS4"                   "RGS5"                  
## [12191] "RGS6"                   "RGS7"                  
## [12193] "RGS7BP"                 "RGS8"                  
## [12195] "RGS9"                   "RGS9BP"                
## [12197] "RGSL1"                  "RHAG"                  
## [12199] "RHBDD1"                 "RHBDD2"                
## [12201] "RHBDD3"                 "RHBDF1"                
## [12203] "RHBDF2"                 "RHBDL1"                
## [12205] "RHBDL2"                 "RHBDL3"                
## [12207] "RHBG"                   "RHCE"                  
## [12209] "RHCG"                   "RHD"                   
## [12211] "RHEB"                   "RHEBL1"                
## [12213] "RHNO1"                  "RHOA"                  
## [12215] "RHOB"                   "RHOBTB1"               
## [12217] "RHOBTB2"                "RHOBTB3"               
## [12219] "RHOC"                   "RHOD"                  
## [12221] "RHOF"                   "RHOG"                  
## [12223] "RHOH"                   "RHOJ"                  
## [12225] "RHOQ"                   "RHOT1"                 
## [12227] "RHOT2"                  "RHOU"                  
## [12229] "RHOV"                   "RHOXF1"                
## [12231] "RHOXF2"                 "RHPN1"                 
## [12233] "RHPN1-AS1"              "RHPN2"                 
## [12235] "RIBC1"                  "RIBC2"                 
## [12237] "RIC3"                   "RIC8A"                 
## [12239] "RIC8B"                  "RICTOR"                
## [12241] "RIF1"                   "RIIAD1"                
## [12243] "RILP"                   "RILPL1"                
## [12245] "RILPL2"                 "RIMBP2"                
## [12247] "RIMBP3"                 "RIMBP3B"               
## [12249] "RIMBP3C"                "RIMKLA"                
## [12251] "RIMKLB"                 "RIMS1"                 
## [12253] "RIMS2"                  "RIMS3"                 
## [12255] "RIMS4"                  "RIN1"                  
## [12257] "RIN2"                   "RING1"                 
## [12259] "RINL"                   "RINT1"                 
## [12261] "RIOK1"                  "RIOK2"                 
## [12263] "RIOK3"                  "RIPK1"                 
## [12265] "RIPK2"                  "RIPK3"                 
## [12267] "RIPK4"                  "RIPPLY1"               
## [12269] "RIPPLY2"                "RIT1"                  
## [12271] "RLBP1"                  "RLF"                   
## [12273] "RLIM"                   "RLN1"                  
## [12275] "RLN2"                   "RLN3"                  
## [12277] "RMDN1"                  "RMDN2"                 
## [12279] "RMDN3"                  "RMI1"                  
## [12281] "RMI2"                   "RMND1"                 
## [12283] "RMND5A"                 "RMND5B"                
## [12285] "RNASE1"                 "RNASE13"               
## [12287] "RNASE2"                 "RNASE3"                
## [12289] "RNASE4"                 "RNASE6"                
## [12291] "RNASE7"                 "RNASEH1"               
## [12293] "RNASEH2A"               "RNASEH2B"              
## [12295] "RNASEH2B-AS1"           "RNASEH2C"              
## [12297] "RNASEK"                 "RNASEK-C17orf49"       
## [12299] "RNASEL"                 "RNASET2"               
## [12301] "RND1"                   "RND2"                  
## [12303] "RND3"                   "RNF10"                 
## [12305] "RNF103"                 "RNF103-CHMP3"          
## [12307] "RNF11"                  "RNF111"                
## [12309] "RNF112"                 "RNF113A"               
## [12311] "RNF114"                 "RNF115"                
## [12313] "RNF121"                 "RNF122"                
## [12315] "RNF123"                 "RNF125"                
## [12317] "RNF126"                 "RNF126P1"              
## [12319] "RNF128"                 "RNF13"                 
## [12321] "RNF130"                 "RNF133"                
## [12323] "RNF135"                 "RNF138"                
## [12325] "RNF138P1"               "RNF139"                
## [12327] "RNF14"                  "RNF141"                
## [12329] "RNF144A"                "RNF144B"               
## [12331] "RNF145"                 "RNF146"                
## [12333] "RNF148"                 "RNF149"                
## [12335] "RNF150"                 "RNF151"                
## [12337] "RNF152"                 "RNF157"                
## [12339] "RNF157-AS1"             "RNF165"                
## [12341] "RNF166"                 "RNF167"                
## [12343] "RNF168"                 "RNF169"                
## [12345] "RNF17"                  "RNF170"                
## [12347] "RNF175"                 "RNF180"                
## [12349] "RNF181"                 "RNF182"                
## [12351] "RNF183"                 "RNF185"                
## [12353] "RNF186"                 "RNF187"                
## [12355] "RNF19A"                 "RNF19B"                
## [12357] "RNF2"                   "RNF20"                 
## [12359] "RNF207"                 "RNF208"                
## [12361] "RNF212"                 "RNF213"                
## [12363] "RNF214"                 "RNF215"                
## [12365] "RNF216"                 "RNF216-IT1"            
## [12367] "RNF216P1"               "RNF217"                
## [12369] "RNF220"                 "RNF222"                
## [12371] "RNF223"                 "RNF224"                
## [12373] "RNF24"                  "RNF25"                 
## [12375] "RNF26"                  "RNF31"                 
## [12377] "RNF32"                  "RNF34"                 
## [12379] "RNF38"                  "RNF39"                 
## [12381] "RNF4"                   "RNF40"                 
## [12383] "RNF41"                  "RNF43"                 
## [12385] "RNF44"                  "RNF5"                  
## [12387] "RNF5P1"                 "RNF6"                  
## [12389] "RNF7"                   "RNF8"                  
## [12391] "RNFT1"                  "RNFT2"                 
## [12393] "RNGTT"                  "RNH1"                  
## [12395] "RNLS"                   "RNMT"                  
## [12397] "RNPC3"                  "RNPEP"                 
## [12399] "RNPEPL1"                "RNPS1"                 
## [12401] "RNU11"                  "RNU12"                 
## [12403] "RNU4ATAC"               "RNU5D-1"               
## [12405] "RNU5F-1"                "RNU6ATAC"              
## [12407] "ROBO1"                  "ROBO3"                 
## [12409] "ROBO4"                  "ROCK1"                 
## [12411] "ROCK1P1"                "ROCK2"                 
## [12413] "ROGDI"                  "ROM1"                  
## [12415] "ROMO1"                  "ROPN1"                 
## [12417] "ROPN1B"                 "ROPN1L"                
## [12419] "ROR1"                   "ROR2"                  
## [12421] "RORA"                   "RORB"                  
## [12423] "RORC"                   "ROS1"                  
## [12425] "RP1"                    "RP1L1"                 
## [12427] "RP2"                    "RP9"                   
## [12429] "RP9P"                   "RPA1"                  
## [12431] "RPA2"                   "RPA3"                  
## [12433] "RPA4"                   "RPAIN"                 
## [12435] "RPAP1"                  "RPAP2"                 
## [12437] "RPAP3"                  "RPE"                   
## [12439] "RPF1"                   "RPF2"                  
## [12441] "RPGR"                   "RPGRIP1"               
## [12443] "RPGRIP1L"               "RPH3A"                 
## [12445] "RPH3AL"                 "RPIA"                  
## [12447] "RPL10"                  "RPL10A"                
## [12449] "RPL11"                  "RPL12"                 
## [12451] "RPL13"                  "RPL13A"                
## [12453] "RPL13AP20"              "RPL13AP3"              
## [12455] "RPL13AP5"               "RPL13AP6"              
## [12457] "RPL13P5"                "RPL14"                 
## [12459] "RPL15"                  "RPL17"                 
## [12461] "RPL17-C18orf32"         "RPL18"                 
## [12463] "RPL18A"                 "RPL19"                 
## [12465] "RPL21"                  "RPL21P28"              
## [12467] "RPL21P44"               "RPL22"                 
## [12469] "RPL22L1"                "RPL23"                 
## [12471] "RPL23A"                 "RPL23AP32"             
## [12473] "RPL23AP53"              "RPL23AP64"             
## [12475] "RPL23AP7"               "RPL23AP82"             
## [12477] "RPL23P8"                "RPL24"                 
## [12479] "RPL26"                  "RPL26L1"               
## [12481] "RPL27"                  "RPL27A"                
## [12483] "RPL28"                  "RPL29"                 
## [12485] "RPL3"                   "RPL30"                 
## [12487] "RPL31"                  "RPL31P11"              
## [12489] "RPL32"                  "RPL32P3"               
## [12491] "RPL34"                  "RPL35"                 
## [12493] "RPL35A"                 "RPL36"                 
## [12495] "RPL36A"                 "RPL36AL"               
## [12497] "RPL37"                  "RPL37A"                
## [12499] "RPL38"                  "RPL39"                 
## [12501] "RPL39L"                 "RPL3L"                 
## [12503] "RPL4"                   "RPL41"                 
## [12505] "RPL5"                   "RPL6"                  
## [12507] "RPL7"                   "RPL7A"                 
## [12509] "RPL7L1"                 "RPL8"                  
## [12511] "RPL9"                   "RPLP0"                 
## [12513] "RPLP0P2"                "RPLP1"                 
## [12515] "RPLP2"                  "RPN1"                  
## [12517] "RPN2"                   "RPP14"                 
## [12519] "RPP21"                  "RPP25"                 
## [12521] "RPP25L"                 "RPP30"                 
## [12523] "RPP38"                  "RPP40"                 
## [12525] "RPPH1"                  "RPRD1A"                
## [12527] "RPRD1B"                 "RPRD2"                 
## [12529] "RPRM"                   "RPRML"                 
## [12531] "RPS10"                  "RPS10P7"               
## [12533] "RPS11"                  "RPS12"                 
## [12535] "RPS13"                  "RPS14"                 
## [12537] "RPS15"                  "RPS15A"                
## [12539] "RPS15AP10"              "RPS16"                 
## [12541] "RPS16P5"                "RPS17"                 
## [12543] "RPS18"                  "RPS19"                 
## [12545] "RPS19BP1"               "RPS2"                  
## [12547] "RPS20"                  "RPS21"                 
## [12549] "RPS23"                  "RPS24"                 
## [12551] "RPS25"                  "RPS26"                 
## [12553] "RPS26P11"               "RPS27"                 
## [12555] "RPS27A"                 "RPS27L"                
## [12557] "RPS28"                  "RPS29"                 
## [12559] "RPS2P32"                "RPS3"                  
## [12561] "RPS3A"                  "RPS4X"                 
## [12563] "RPS4Y1"                 "RPS4Y2"                
## [12565] "RPS5"                   "RPS6"                  
## [12567] "RPS6KA1"                "RPS6KA2"               
## [12569] "RPS6KA2-IT1"            "RPS6KA3"               
## [12571] "RPS6KA4"                "RPS6KA5"               
## [12573] "RPS6KA6"                "RPS6KB1"               
## [12575] "RPS6KB2"                "RPS6KC1"               
## [12577] "RPS6KL1"                "RPS7"                  
## [12579] "RPS8"                   "RPS9"                  
## [12581] "RPSA"                   "RPSAP52"               
## [12583] "RPSAP58"                "RPSAP9"                
## [12585] "RPTN"                   "RPTOR"                 
## [12587] "RPUSD1"                 "RPUSD2"                
## [12589] "RPUSD3"                 "RPUSD4"                
## [12591] "RRAD"                   "RRAGA"                 
## [12593] "RRAGB"                  "RRAGC"                 
## [12595] "RRAGD"                  "RRAS"                  
## [12597] "RRAS2"                  "RRBP1"                 
## [12599] "RREB1"                  "RRH"                   
## [12601] "RRM1"                   "RRM2"                  
## [12603] "RRM2B"                  "RRN3"                  
## [12605] "RRN3P1"                 "RRN3P2"                
## [12607] "RRN3P3"                 "RRNAD1"                
## [12609] "RRP1"                   "RRP12"                 
## [12611] "RRP15"                  "RRP1B"                 
## [12613] "RRP36"                  "RRP7A"                 
## [12615] "RRP8"                   "RRP9"                  
## [12617] "RRS1"                   "RS1"                   
## [12619] "RSAD1"                  "RSAD2"                 
## [12621] "RSBN1"                  "RSBN1L"                
## [12623] "RSC1A1"                 "RSF1"                  
## [12625] "RSL1D1"                 "RSL24D1"               
## [12627] "RSPH1"                  "RSPH10B"               
## [12629] "RSPH10B2"               "RSPH3"                 
## [12631] "RSPH4A"                 "RSPH6A"                
## [12633] "RSPH9"                  "RSPO1"                 
## [12635] "RSPO2"                  "RSPO3"                 
## [12637] "RSPO4"                  "RSPRY1"                
## [12639] "RSRC1"                  "RSRC2"                 
## [12641] "RSU1"                   "RTBDN"                 
## [12643] "RTCA"                   "RTEL1"                 
## [12645] "RTEL1-TNFRSF6B"         "RTF1"                  
## [12647] "RTKN"                   "RTKN2"                 
## [12649] "RTL1"                   "RTN1"                  
## [12651] "RTN2"                   "RTN3"                  
## [12653] "RTN4"                   "RTN4IP1"               
## [12655] "RTN4R"                  "RTN4RL1"               
## [12657] "RTN4RL2"                "RTP4"                  
## [12659] "RTTN"                   "RUFY1"                 
## [12661] "RUFY2"                  "RUFY3"                 
## [12663] "RUFY4"                  "RUNDC1"                
## [12665] "RUNDC3A"                "RUNDC3B"               
## [12667] "RUNX1"                  "RUNX1T1"               
## [12669] "RUNX2"                  "RUNX3"                 
## [12671] "RUSC1"                  "RUSC1-AS1"             
## [12673] "RUSC2"                  "RUVBL1"                
## [12675] "RUVBL2"                 "RWDD1"                 
## [12677] "RWDD2A"                 "RWDD2B"                
## [12679] "RWDD3"                  "RWDD4"                 
## [12681] "RXFP1"                  "RXFP2"                 
## [12683] "RXFP4"                  "RXRA"                  
## [12685] "RXRB"                   "RYBP"                  
## [12687] "RYK"                    "RYR1"                  
## [12689] "RYR2"                   "RYR3"                  
## [12691] "S100A1"                 "S100A10"               
## [12693] "S100A11"                "S100A12"               
## [12695] "S100A13"                "S100A14"               
## [12697] "S100A16"                "S100A2"                
## [12699] "S100A3"                 "S100A4"                
## [12701] "S100A5"                 "S100A6"                
## [12703] "S100A7"                 "S100A8"                
## [12705] "S100A9"                 "S100B"                 
## [12707] "S100P"                  "S100PBP"               
## [12709] "S100Z"                  "S1PR1"                 
## [12711] "S1PR2"                  "S1PR3"                 
## [12713] "S1PR4"                  "S1PR5"                 
## [12715] "SAA1"                   "SAA2"                  
## [12717] "SAA4"                   "SAAL1"                 
## [12719] "SAC3D1"                 "SACM1L"                
## [12721] "SACS"                   "SAE1"                  
## [12723] "SAFB"                   "SAFB2"                 
## [12725] "SAG"                    "SAGE1"                 
## [12727] "SALL1"                  "SALL2"                 
## [12729] "SALL4"                  "SAMD1"                 
## [12731] "SAMD10"                 "SAMD11"                
## [12733] "SAMD12"                 "SAMD12-AS1"            
## [12735] "SAMD13"                 "SAMD14"                
## [12737] "SAMD15"                 "SAMD3"                 
## [12739] "SAMD4A"                 "SAMD4B"                
## [12741] "SAMD5"                  "SAMD8"                 
## [12743] "SAMD9"                  "SAMD9L"                
## [12745] "SAMHD1"                 "SAMM50"                
## [12747] "SAMSN1"                 "SAMSN1-AS1"            
## [12749] "SAP130"                 "SAP18"                 
## [12751] "SAP25"                  "SAP30"                 
## [12753] "SAP30BP"                "SAP30L"                
## [12755] "SAPCD1"                 "SAPCD2"                
## [12757] "SAR1A"                  "SAR1B"                 
## [12759] "SARDH"                  "SARM1"                 
## [12761] "SARNP"                  "SARS2"                 
## [12763] "SART1"                  "SART3"                 
## [12765] "SASH1"                  "SASH3"                 
## [12767] "SASS6"                  "SAT1"                  
## [12769] "SAT2"                   "SATB1"                 
## [12771] "SATB2"                  "SATB2-AS1"             
## [12773] "SAV1"                   "SAYSD1"                
## [12775] "SBDS"                   "SBDSP1"                
## [12777] "SBF1"                   "SBF2"                  
## [12779] "SBF2-AS1"               "SBK1"                  
## [12781] "SBK2"                   "SBNO1"                 
## [12783] "SBNO2"                  "SBSN"                  
## [12785] "SBSPON"                 "SCAF1"                 
## [12787] "SCAF11"                 "SCAF4"                 
## [12789] "SCAF8"                  "SCAI"                  
## [12791] "SCAMP1"                 "SCAMP2"                
## [12793] "SCAMP3"                 "SCAMP4"                
## [12795] "SCAMP5"                 "SCAND1"                
## [12797] "SCAND2P"                "SCAP"                  
## [12799] "SCAPER"                 "SCARA3"                
## [12801] "SCARA5"                 "SCARB1"                
## [12803] "SCARB2"                 "SCARF1"                
## [12805] "SCARF2"                 "SCARNA1"               
## [12807] "SCARNA10"               "SCARNA11"              
## [12809] "SCARNA12"               "SCARNA15"              
## [12811] "SCARNA16"               "SCARNA17"              
## [12813] "SCARNA18"               "SCARNA2"               
## [12815] "SCARNA20"               "SCARNA21"              
## [12817] "SCARNA22"               "SCARNA23"              
## [12819] "SCARNA3"                "SCARNA5"               
## [12821] "SCARNA6"                "SCARNA7"               
## [12823] "SCARNA8"                "SCARNA9"               
## [12825] "SCCPDH"                 "SCD"                   
## [12827] "SCD5"                   "SCEL"                  
## [12829] "SCFD1"                  "SCFD2"                 
## [12831] "SCG2"                   "SCG3"                  
## [12833] "SCG5"                   "SCGB1A1"               
## [12835] "SCGB1B2P"               "SCGB1C1"               
## [12837] "SCGB2A1"                "SCGB2B2"               
## [12839] "SCGB3A1"                "SCGB3A2"               
## [12841] "SCGN"                   "SCHIP1"                
## [12843] "SCIMP"                  "SCIN"                  
## [12845] "SCLT1"                  "SCLY"                  
## [12847] "SCMH1"                  "SCML1"                 
## [12849] "SCML2"                  "SCML4"                 
## [12851] "SCN10A"                 "SCN11A"                
## [12853] "SCN1B"                  "SCN2A"                 
## [12855] "SCN2B"                  "SCN3A"                 
## [12857] "SCN3B"                  "SCN4A"                 
## [12859] "SCN4B"                  "SCN5A"                 
## [12861] "SCN7A"                  "SCN8A"                 
## [12863] "SCN9A"                  "SCNM1"                 
## [12865] "SCNN1A"                 "SCNN1B"                
## [12867] "SCNN1D"                 "SCNN1G"                
## [12869] "SCO1"                   "SCO2"                  
## [12871] "SCOC"                   "SCP2"                  
## [12873] "SCPEP1"                 "SCRG1"                 
## [12875] "SCRIB"                  "SCRN1"                 
## [12877] "SCRN2"                  "SCRN3"                 
## [12879] "SCRT2"                  "SCT"                   
## [12881] "SCTR"                   "SCUBE1"                
## [12883] "SCUBE2"                 "SCUBE3"                
## [12885] "SCYL1"                  "SCYL2"                 
## [12887] "SCYL3"                  "SDAD1"                 
## [12889] "SDC1"                   "SDC2"                  
## [12891] "SDC3"                   "SDC4"                  
## [12893] "SDC4P"                  "SDCBP"                 
## [12895] "SDCBP2"                 "SDCBP2-AS1"            
## [12897] "SDCCAG8"                "SDE2"                  
## [12899] "SDF2"                   "SDF2L1"                
## [12901] "SDF4"                   "SDHA"                  
## [12903] "SDHAF1"                 "SDHAF2"                
## [12905] "SDHAP1"                 "SDHAP2"                
## [12907] "SDHAP3"                 "SDHB"                  
## [12909] "SDHC"                   "SDHD"                  
## [12911] "SDK1"                   "SDK2"                  
## [12913] "SDR16C5"                "SDR39U1"               
## [12915] "SDR42E1"                "SDR9C7"                
## [12917] "SDS"                    "SDSL"                  
## [12919] "SEBOX"                  "SEC11A"                
## [12921] "SEC11C"                 "SEC13"                 
## [12923] "SEC14L1"                "SEC14L1P1"             
## [12925] "SEC14L2"                "SEC14L3"               
## [12927] "SEC14L4"                "SEC14L5"               
## [12929] "SEC14L6"                "SEC16A"                
## [12931] "SEC16B"                 "SEC1P"                 
## [12933] "SEC22A"                 "SEC22B"                
## [12935] "SEC22C"                 "SEC23A"                
## [12937] "SEC23B"                 "SEC23IP"               
## [12939] "SEC24A"                 "SEC24B"                
## [12941] "SEC24B-AS1"             "SEC24C"                
## [12943] "SEC24D"                 "SEC31A"                
## [12945] "SEC31B"                 "SEC61A1"               
## [12947] "SEC61A2"                "SEC61B"                
## [12949] "SEC61G"                 "SEC62"                 
## [12951] "SEC63"                  "SECISBP2"              
## [12953] "SECISBP2L"              "SECTM1"                
## [12955] "SEH1L"                  "SEL1L"                 
## [12957] "SEL1L3"                 "SELE"                  
## [12959] "SELENBP1"               "SELL"                  
## [12961] "SELP"                   "SELPLG"                
## [12963] "SEMA3A"                 "SEMA3B"                
## [12965] "SEMA3C"                 "SEMA3D"                
## [12967] "SEMA3E"                 "SEMA3F"                
## [12969] "SEMA3G"                 "SEMA4A"                
## [12971] "SEMA4B"                 "SEMA4C"                
## [12973] "SEMA4D"                 "SEMA4F"                
## [12975] "SEMA4G"                 "SEMA5A"                
## [12977] "SEMA5B"                 "SEMA6A"                
## [12979] "SEMA6B"                 "SEMA6C"                
## [12981] "SEMA7A"                 "SEMG1"                 
## [12983] "SENP1"                  "SENP2"                 
## [12985] "SENP3"                  "SENP3-EIF4A1"          
## [12987] "SENP5"                  "SENP6"                 
## [12989] "SENP7"                  "SENP8"                 
## [12991] "SEPHS1"                 "SEPHS2"                
## [12993] "SEPSECS"                "SERAC1"                
## [12995] "SERBP1"                 "SERF1A"                
## [12997] "SERF2"                  "SERGEF"                
## [12999] "SERHL"                  "SERHL2"                
## [13001] "SERINC1"                "SERINC2"               
## [13003] "SERINC3"                "SERINC4"               
## [13005] "SERINC5"                "SERP1"                 
## [13007] "SERP2"                  "SERPINA1"              
## [13009] "SERPINA10"              "SERPINA11"             
## [13011] "SERPINA12"              "SERPINA3"              
## [13013] "SERPINA4"               "SERPINA5"              
## [13015] "SERPINA6"               "SERPINA9"              
## [13017] "SERPINB1"               "SERPINB10"             
## [13019] "SERPINB11"              "SERPINB13"             
## [13021] "SERPINB2"               "SERPINB3"              
## [13023] "SERPINB4"               "SERPINB5"              
## [13025] "SERPINB6"               "SERPINB7"              
## [13027] "SERPINB8"               "SERPINB9"              
## [13029] "SERPINC1"               "SERPIND1"              
## [13031] "SERPINE1"               "SERPINE2"              
## [13033] "SERPINE3"               "SERPINF1"              
## [13035] "SERPINF2"               "SERPING1"              
## [13037] "SERPINH1"               "SERPINI1"              
## [13039] "SERPINI2"               "SERTAD1"               
## [13041] "SERTAD2"                "SERTAD3"               
## [13043] "SERTAD4"                "SERTAD4-AS1"           
## [13045] "SESN1"                  "SESN2"                 
## [13047] "SESN3"                  "SESTD1"                
## [13049] "SET"                    "SETBP1"                
## [13051] "SETD1A"                 "SETD1B"                
## [13053] "SETD2"                  "SETD3"                 
## [13055] "SETD4"                  "SETD5"                 
## [13057] "SETD6"                  "SETD7"                 
## [13059] "SETD9"                  "SETDB1"                
## [13061] "SETDB2"                 "SETMAR"                
## [13063] "SETX"                   "SEZ6"                  
## [13065] "SEZ6L"                  "SEZ6L2"                
## [13067] "SF1"                    "SF3A1"                 
## [13069] "SF3A2"                  "SF3A3"                 
## [13071] "SF3B1"                  "SF3B2"                 
## [13073] "SF3B3"                  "SF3B4"                 
## [13075] "SF3B5"                  "SFI1"                  
## [13077] "SFMBT1"                 "SFMBT2"                
## [13079] "SFN"                    "SFPQ"                  
## [13081] "SFR1"                   "SFRP1"                 
## [13083] "SFRP2"                  "SFRP4"                 
## [13085] "SFRP5"                  "SFSWAP"                
## [13087] "SFT2D1"                 "SFT2D2"                
## [13089] "SFT2D3"                 "SFTA1P"                
## [13091] "SFTA2"                  "SFTPA1"                
## [13093] "SFTPA2"                 "SFTPB"                 
## [13095] "SFTPC"                  "SFTPD"                 
## [13097] "SFXN1"                  "SFXN2"                 
## [13099] "SFXN3"                  "SFXN4"                 
## [13101] "SFXN5"                  "SGCA"                  
## [13103] "SGCB"                   "SGCD"                  
## [13105] "SGCE"                   "SGCG"                  
## [13107] "SGIP1"                  "SGK1"                  
## [13109] "SGK2"                   "SGK3"                  
## [13111] "SGMS1"                  "SGMS2"                 
## [13113] "SGPL1"                  "SGPP1"                 
## [13115] "SGPP2"                  "SGSH"                  
## [13117] "SGSM1"                  "SGSM2"                 
## [13119] "SGSM3"                  "SGTA"                  
## [13121] "SGTB"                   "SH2B1"                 
## [13123] "SH2B2"                  "SH2B3"                 
## [13125] "SH2D1A"                 "SH2D1B"                
## [13127] "SH2D2A"                 "SH2D3A"                
## [13129] "SH2D3C"                 "SH2D4A"                
## [13131] "SH2D4B"                 "SH2D5"                 
## [13133] "SH2D6"                  "SH2D7"                 
## [13135] "SH3BGR"                 "SH3BGRL"               
## [13137] "SH3BGRL2"               "SH3BGRL3"              
## [13139] "SH3BP1"                 "SH3BP2"                
## [13141] "SH3BP4"                 "SH3BP5"                
## [13143] "SH3BP5-AS1"             "SH3BP5L"               
## [13145] "SH3D19"                 "SH3D21"                
## [13147] "SH3GL1"                 "SH3GL1P1"              
## [13149] "SH3GL1P2"               "SH3GL2"                
## [13151] "SH3GL3"                 "SH3GLB1"               
## [13153] "SH3GLB2"                "SH3KBP1"               
## [13155] "SH3PXD2A"               "SH3PXD2B"              
## [13157] "SH3RF1"                 "SH3RF2"                
## [13159] "SH3RF3"                 "SH3RF3-AS1"            
## [13161] "SH3TC1"                 "SH3TC2"                
## [13163] "SH3YL1"                 "SHANK1"                
## [13165] "SHANK2"                 "SHANK3"                
## [13167] "SHARPIN"                "SHB"                   
## [13169] "SHBG"                   "SHC1"                  
## [13171] "SHC2"                   "SHC3"                  
## [13173] "SHC4"                   "SHCBP1"                
## [13175] "SHD"                    "SHE"                   
## [13177] "SHF"                    "SHH"                   
## [13179] "SHISA2"                 "SHISA3"                
## [13181] "SHISA4"                 "SHISA5"                
## [13183] "SHISA6"                 "SHISA7"                
## [13185] "SHISA8"                 "SHISA9"                
## [13187] "SHKBP1"                 "SHMT1"                 
## [13189] "SHMT2"                  "SHOC2"                 
## [13191] "SHOX2"                  "SHPK"                  
## [13193] "SHPRH"                  "SHQ1"                  
## [13195] "SHROOM1"                "SHROOM2"               
## [13197] "SHROOM3"                "SHROOM4"               
## [13199] "SIAE"                   "SIAH1"                 
## [13201] "SIAH2"                  "SIAH3"                 
## [13203] "SIDT1"                  "SIDT2"                 
## [13205] "SIGIRR"                 "SIGLEC1"               
## [13207] "SIGLEC10"               "SIGLEC11"              
## [13209] "SIGLEC12"               "SIGLEC14"              
## [13211] "SIGLEC15"               "SIGLEC16"              
## [13213] "SIGLEC17P"              "SIGLEC5"               
## [13215] "SIGLEC6"                "SIGLEC7"               
## [13217] "SIGLEC8"                "SIGLEC9"               
## [13219] "SIGLECL1"               "SIGMAR1"               
## [13221] "SIK1"                   "SIK2"                  
## [13223] "SIK3"                   "SIKE1"                 
## [13225] "SIL1"                   "SIM2"                  
## [13227] "SIMC1"                  "SIN3A"                 
## [13229] "SIN3B"                  "SIPA1"                 
## [13231] "SIPA1L1"                "SIPA1L2"               
## [13233] "SIPA1L3"                "SIRPA"                 
## [13235] "SIRPB1"                 "SIRPB2"                
## [13237] "SIRPD"                  "SIRPG"                 
## [13239] "SIRT1"                  "SIRT2"                 
## [13241] "SIRT3"                  "SIRT4"                 
## [13243] "SIRT5"                  "SIRT6"                 
## [13245] "SIRT7"                  "SIT1"                  
## [13247] "SIVA1"                  "SIX1"                  
## [13249] "SIX2"                   "SIX3"                  
## [13251] "SIX4"                   "SIX5"                  
## [13253] "SKA1"                   "SKA2"                  
## [13255] "SKA3"                   "SKAP1"                 
## [13257] "SKAP2"                  "SKI"                   
## [13259] "SKIDA1"                 "SKIL"                  
## [13261] "SKIV2L"                 "SKOR1"                 
## [13263] "SKP1"                   "SKP2"                  
## [13265] "SLA"                    "SLA2"                  
## [13267] "SLAIN1"                 "SLAIN2"                
## [13269] "SLAMF1"                 "SLAMF6"                
## [13271] "SLAMF7"                 "SLAMF8"                
## [13273] "SLAMF9"                 "SLBP"                  
## [13275] "SLC10A1"                "SLC10A3"               
## [13277] "SLC10A4"                "SLC10A5"               
## [13279] "SLC10A6"                "SLC10A7"               
## [13281] "SLC11A1"                "SLC11A2"               
## [13283] "SLC12A1"                "SLC12A2"               
## [13285] "SLC12A3"                "SLC12A4"               
## [13287] "SLC12A5"                "SLC12A6"               
## [13289] "SLC12A7"                "SLC12A8"               
## [13291] "SLC12A9"                "SLC13A2"               
## [13293] "SLC13A3"                "SLC13A4"               
## [13295] "SLC13A5"                "SLC14A1"               
## [13297] "SLC14A2"                "SLC15A1"               
## [13299] "SLC15A2"                "SLC15A3"               
## [13301] "SLC15A4"                "SLC16A1"               
## [13303] "SLC16A10"               "SLC16A11"              
## [13305] "SLC16A12"               "SLC16A13"              
## [13307] "SLC16A14"               "SLC16A2"               
## [13309] "SLC16A3"                "SLC16A4"               
## [13311] "SLC16A5"                "SLC16A6"               
## [13313] "SLC16A7"                "SLC16A8"               
## [13315] "SLC16A9"                "SLC17A1"               
## [13317] "SLC17A3"                "SLC17A4"               
## [13319] "SLC17A5"                "SLC17A7"               
## [13321] "SLC17A8"                "SLC17A9"               
## [13323] "SLC18A1"                "SLC18A2"               
## [13325] "SLC18B1"                "SLC19A1"               
## [13327] "SLC19A2"                "SLC19A3"               
## [13329] "SLC1A1"                 "SLC1A2"                
## [13331] "SLC1A3"                 "SLC1A4"                
## [13333] "SLC1A5"                 "SLC1A7"                
## [13335] "SLC20A1"                "SLC20A2"               
## [13337] "SLC22A1"                "SLC22A11"              
## [13339] "SLC22A13"               "SLC22A14"              
## [13341] "SLC22A15"               "SLC22A16"              
## [13343] "SLC22A17"               "SLC22A18"              
## [13345] "SLC22A18AS"             "SLC22A2"               
## [13347] "SLC22A23"               "SLC22A3"               
## [13349] "SLC22A31"               "SLC22A4"               
## [13351] "SLC22A5"                "SLC22A7"               
## [13353] "SLC23A1"                "SLC23A2"               
## [13355] "SLC23A3"                "SLC24A1"               
## [13357] "SLC24A2"                "SLC24A3"               
## [13359] "SLC24A4"                "SLC24A5"               
## [13361] "SLC25A1"                "SLC25A10"              
## [13363] "SLC25A11"               "SLC25A12"              
## [13365] "SLC25A13"               "SLC25A14"              
## [13367] "SLC25A15"               "SLC25A16"              
## [13369] "SLC25A17"               "SLC25A18"              
## [13371] "SLC25A19"               "SLC25A2"               
## [13373] "SLC25A20"               "SLC25A21"              
## [13375] "SLC25A22"               "SLC25A23"              
## [13377] "SLC25A24"               "SLC25A25"              
## [13379] "SLC25A26"               "SLC25A27"              
## [13381] "SLC25A28"               "SLC25A29"              
## [13383] "SLC25A3"                "SLC25A30"              
## [13385] "SLC25A32"               "SLC25A33"              
## [13387] "SLC25A34"               "SLC25A35"              
## [13389] "SLC25A36"               "SLC25A37"              
## [13391] "SLC25A38"               "SLC25A39"              
## [13393] "SLC25A4"                "SLC25A40"              
## [13395] "SLC25A41"               "SLC25A42"              
## [13397] "SLC25A43"               "SLC25A44"              
## [13399] "SLC25A45"               "SLC25A46"              
## [13401] "SLC25A47"               "SLC25A5"               
## [13403] "SLC25A5-AS1"            "SLC25A51"              
## [13405] "SLC25A52"               "SLC25A53"              
## [13407] "SLC25A6"                "SLC26A1"               
## [13409] "SLC26A10"               "SLC26A11"              
## [13411] "SLC26A2"                "SLC26A3"               
## [13413] "SLC26A4"                "SLC26A4-AS1"           
## [13415] "SLC26A5"                "SLC26A6"               
## [13417] "SLC26A7"                "SLC26A8"               
## [13419] "SLC26A9"                "SLC27A1"               
## [13421] "SLC27A2"                "SLC27A3"               
## [13423] "SLC27A4"                "SLC27A5"               
## [13425] "SLC27A6"                "SLC28A1"               
## [13427] "SLC28A2"                "SLC28A3"               
## [13429] "SLC29A1"                "SLC29A2"               
## [13431] "SLC29A3"                "SLC29A4"               
## [13433] "SLC2A1"                 "SLC2A1-AS1"            
## [13435] "SLC2A10"                "SLC2A11"               
## [13437] "SLC2A12"                "SLC2A13"               
## [13439] "SLC2A14"                "SLC2A2"                
## [13441] "SLC2A3"                 "SLC2A4"                
## [13443] "SLC2A4RG"               "SLC2A5"                
## [13445] "SLC2A6"                 "SLC2A7"                
## [13447] "SLC2A8"                 "SLC2A9"                
## [13449] "SLC30A1"                "SLC30A10"              
## [13451] "SLC30A2"                "SLC30A3"               
## [13453] "SLC30A4"                "SLC30A5"               
## [13455] "SLC30A6"                "SLC30A7"               
## [13457] "SLC30A8"                "SLC30A9"               
## [13459] "SLC31A1"                "SLC31A2"               
## [13461] "SLC33A1"                "SLC34A1"               
## [13463] "SLC34A2"                "SLC34A3"               
## [13465] "SLC35A1"                "SLC35A2"               
## [13467] "SLC35A3"                "SLC35A4"               
## [13469] "SLC35A5"                "SLC35B1"               
## [13471] "SLC35B2"                "SLC35B3"               
## [13473] "SLC35B4"                "SLC35C1"               
## [13475] "SLC35C2"                "SLC35D1"               
## [13477] "SLC35D2"                "SLC35D3"               
## [13479] "SLC35E1"                "SLC35E2B"              
## [13481] "SLC35E3"                "SLC35E4"               
## [13483] "SLC35F1"                "SLC35F2"               
## [13485] "SLC35F3"                "SLC35F4"               
## [13487] "SLC35F5"                "SLC35F6"               
## [13489] "SLC35G1"                "SLC35G2"               
## [13491] "SLC35G5"                "SLC36A1"               
## [13493] "SLC36A2"                "SLC36A3"               
## [13495] "SLC36A4"                "SLC37A1"               
## [13497] "SLC37A2"                "SLC37A3"               
## [13499] "SLC37A4"                "SLC38A1"               
## [13501] "SLC38A10"               "SLC38A11"              
## [13503] "SLC38A2"                "SLC38A3"               
## [13505] "SLC38A4"                "SLC38A5"               
## [13507] "SLC38A6"                "SLC38A7"               
## [13509] "SLC38A8"                "SLC38A9"               
## [13511] "SLC39A1"                "SLC39A10"              
## [13513] "SLC39A11"               "SLC39A12"              
## [13515] "SLC39A13"               "SLC39A14"              
## [13517] "SLC39A2"                "SLC39A3"               
## [13519] "SLC39A4"                "SLC39A5"               
## [13521] "SLC39A6"                "SLC39A7"               
## [13523] "SLC39A8"                "SLC39A9"               
## [13525] "SLC3A1"                 "SLC3A2"                
## [13527] "SLC40A1"                "SLC41A1"               
## [13529] "SLC41A2"                "SLC41A3"               
## [13531] "SLC43A1"                "SLC43A2"               
## [13533] "SLC43A3"                "SLC44A1"               
## [13535] "SLC44A2"                "SLC44A3"               
## [13537] "SLC44A4"                "SLC44A5"               
## [13539] "SLC45A1"                "SLC45A2"               
## [13541] "SLC45A3"                "SLC45A4"               
## [13543] "SLC46A1"                "SLC46A2"               
## [13545] "SLC46A3"                "SLC47A1"               
## [13547] "SLC47A2"                "SLC48A1"               
## [13549] "SLC4A1"                 "SLC4A10"               
## [13551] "SLC4A11"                "SLC4A1AP"              
## [13553] "SLC4A2"                 "SLC4A3"                
## [13555] "SLC4A4"                 "SLC4A5"                
## [13557] "SLC4A7"                 "SLC4A8"                
## [13559] "SLC4A9"                 "SLC50A1"               
## [13561] "SLC51A"                 "SLC51B"                
## [13563] "SLC52A1"                "SLC52A2"               
## [13565] "SLC52A3"                "SLC5A1"                
## [13567] "SLC5A10"                "SLC5A11"               
## [13569] "SLC5A2"                 "SLC5A3"                
## [13571] "SLC5A4"                 "SLC5A5"                
## [13573] "SLC5A6"                 "SLC5A8"                
## [13575] "SLC5A9"                 "SLC6A11"               
## [13577] "SLC6A12"                "SLC6A13"               
## [13579] "SLC6A14"                "SLC6A15"               
## [13581] "SLC6A16"                "SLC6A17"               
## [13583] "SLC6A19"                "SLC6A20"               
## [13585] "SLC6A3"                 "SLC6A4"                
## [13587] "SLC6A6"                 "SLC6A7"                
## [13589] "SLC6A8"                 "SLC6A9"                
## [13591] "SLC7A1"                 "SLC7A10"               
## [13593] "SLC7A11"                "SLC7A11-AS1"           
## [13595] "SLC7A2"                 "SLC7A3"                
## [13597] "SLC7A4"                 "SLC7A5"                
## [13599] "SLC7A5P2"               "SLC7A6"                
## [13601] "SLC7A6OS"               "SLC7A7"                
## [13603] "SLC7A8"                 "SLC7A9"                
## [13605] "SLC8A1"                 "SLC8A1-AS1"            
## [13607] "SLC8A2"                 "SLC8A3"                
## [13609] "SLC9A1"                 "SLC9A2"                
## [13611] "SLC9A3"                 "SLC9A3R1"              
## [13613] "SLC9A3R2"               "SLC9A4"                
## [13615] "SLC9A5"                 "SLC9A6"                
## [13617] "SLC9A7"                 "SLC9A7P1"              
## [13619] "SLC9A8"                 "SLC9A9"                
## [13621] "SLC9A9-AS1"             "SLC9B1"                
## [13623] "SLC9B2"                 "SLC9C1"                
## [13625] "SLC9C2"                 "SLCO1A2"               
## [13627] "SLCO1B1"                "SLCO1B3"               
## [13629] "SLCO1B7"                "SLCO1C1"               
## [13631] "SLCO2A1"                "SLCO2B1"               
## [13633] "SLCO3A1"                "SLCO4A1"               
## [13635] "SLCO4C1"                "SLCO5A1"               
## [13637] "SLFN11"                 "SLFN12"                
## [13639] "SLFN12L"                "SLFN13"                
## [13641] "SLFN14"                 "SLFN5"                 
## [13643] "SLFNL1"                 "SLFNL1-AS1"            
## [13645] "SLIRP"                  "SLIT1"                 
## [13647] "SLIT2"                  "SLIT3"                 
## [13649] "SLITRK3"                "SLITRK4"               
## [13651] "SLITRK5"                "SLITRK6"               
## [13653] "SLK"                    "SLMAP"                 
## [13655] "SLN"                    "SLPI"                  
## [13657] "SLTM"                   "SLU7"                  
## [13659] "SLX1A"                  "SLX1A-SULT1A3"         
## [13661] "SLX1B"                  "SLX4"                  
## [13663] "SLX4IP"                 "SMAD1"                 
## [13665] "SMAD2"                  "SMAD3"                 
## [13667] "SMAD4"                  "SMAD5"                 
## [13669] "SMAD5-AS1"              "SMAD6"                 
## [13671] "SMAD7"                  "SMAD9"                 
## [13673] "SMAGP"                  "SMAP1"                 
## [13675] "SMAP2"                  "SMARCA1"               
## [13677] "SMARCA2"                "SMARCA4"               
## [13679] "SMARCA5"                "SMARCAD1"              
## [13681] "SMARCAL1"               "SMARCB1"               
## [13683] "SMARCC1"                "SMARCC2"               
## [13685] "SMARCD1"                "SMARCD2"               
## [13687] "SMARCD3"                "SMARCE1"               
## [13689] "SMC1A"                  "SMC1B"                 
## [13691] "SMC2"                   "SMC3"                  
## [13693] "SMC4"                   "SMC5"                  
## [13695] "SMC6"                   "SMCHD1"                
## [13697] "SMCR5"                  "SMCR8"                 
## [13699] "SMG1"                   "SMG1P1"                
## [13701] "SMG5"                   "SMG6"                  
## [13703] "SMG7"                   "SMG7-AS1"              
## [13705] "SMG8"                   "SMG9"                  
## [13707] "SMIM1"                  "SMIM10"                
## [13709] "SMIM12"                 "SMIM13"                
## [13711] "SMIM14"                 "SMIM15"                
## [13713] "SMIM17"                 "SMIM18"                
## [13715] "SMIM3"                  "SMIM4"                 
## [13717] "SMIM5"                  "SMIM6"                 
## [13719] "SMIM7"                  "SMIM8"                 
## [13721] "SMIM9"                  "SMKR1"                 
## [13723] "SMLR1"                  "SMN1"                  
## [13725] "SMN2"                   "SMNDC1"                
## [13727] "SMO"                    "SMOC1"                 
## [13729] "SMOC2"                  "SMOX"                  
## [13731] "SMPD1"                  "SMPD2"                 
## [13733] "SMPD3"                  "SMPD4"                 
## [13735] "SMPDL3A"                "SMPDL3B"               
## [13737] "SMPX"                   "SMR3B"                 
## [13739] "SMS"                    "SMTN"                  
## [13741] "SMTNL1"                 "SMTNL2"                
## [13743] "SMU1"                   "SMUG1"                 
## [13745] "SMURF1"                 "SMURF2"                
## [13747] "SMYD2"                  "SMYD3"                 
## [13749] "SMYD4"                  "SMYD5"                 
## [13751] "SNAI1"                  "SNAI2"                 
## [13753] "SNAI3"                  "SNAI3-AS1"             
## [13755] "SNAP23"                 "SNAP25"                
## [13757] "SNAP25-AS1"             "SNAP29"                
## [13759] "SNAP47"                 "SNAP91"                
## [13761] "SNAPC1"                 "SNAPC2"                
## [13763] "SNAPC3"                 "SNAPC4"                
## [13765] "SNAPC5"                 "SNAPIN"                
## [13767] "SNCA"                   "SNCAIP"                
## [13769] "SNCB"                   "SNCG"                  
## [13771] "SND1"                   "SND1-IT1"              
## [13773] "SNED1"                  "SNF8"                  
## [13775] "SNHG1"                  "SNHG10"                
## [13777] "SNHG11"                 "SNHG12"                
## [13779] "SNHG15"                 "SNHG16"                
## [13781] "SNHG3"                  "SNHG4"                 
## [13783] "SNHG5"                  "SNHG6"                 
## [13785] "SNHG7"                  "SNHG8"                 
## [13787] "SNHG9"                  "SNIP1"                 
## [13789] "SNN"                    "SNORA1"                
## [13791] "SNORA10"                "SNORA11"               
## [13793] "SNORA11B"               "SNORA12"               
## [13795] "SNORA13"                "SNORA14A"              
## [13797] "SNORA14B"               "SNORA15"               
## [13799] "SNORA16B"               "SNORA18"               
## [13801] "SNORA19"                "SNORA20"               
## [13803] "SNORA21"                "SNORA22"               
## [13805] "SNORA23"                "SNORA24"               
## [13807] "SNORA25"                "SNORA26"               
## [13809] "SNORA27"                "SNORA28"               
## [13811] "SNORA29"                "SNORA2A"               
## [13813] "SNORA2B"                "SNORA30"               
## [13815] "SNORA31"                "SNORA32"               
## [13817] "SNORA33"                "SNORA36A"              
## [13819] "SNORA37"                "SNORA38B"              
## [13821] "SNORA4"                 "SNORA40"               
## [13823] "SNORA41"                "SNORA44"               
## [13825] "SNORA46"                "SNORA47"               
## [13827] "SNORA48"                "SNORA49"               
## [13829] "SNORA51"                "SNORA52"               
## [13831] "SNORA53"                "SNORA54"               
## [13833] "SNORA55"                "SNORA56"               
## [13835] "SNORA57"                "SNORA58"               
## [13837] "SNORA59A"               "SNORA59B"              
## [13839] "SNORA5A"                "SNORA5B"               
## [13841] "SNORA5C"                "SNORA6"                
## [13843] "SNORA60"                "SNORA61"               
## [13845] "SNORA62"                "SNORA63"               
## [13847] "SNORA64"                "SNORA65"               
## [13849] "SNORA66"                "SNORA67"               
## [13851] "SNORA68"                "SNORA69"               
## [13853] "SNORA70"                "SNORA70E"              
## [13855] "SNORA70F"               "SNORA70G"              
## [13857] "SNORA71A"               "SNORA71B"              
## [13859] "SNORA71C"               "SNORA71D"              
## [13861] "SNORA72"                "SNORA74A"              
## [13863] "SNORA74B"               "SNORA75"               
## [13865] "SNORA77"                "SNORA78"               
## [13867] "SNORA7B"                "SNORA8"                
## [13869] "SNORA80B"               "SNORA81"               
## [13871] "SNORA9"                 "SNORD10"               
## [13873] "SNORD100"               "SNORD101"              
## [13875] "SNORD102"               "SNORD104"              
## [13877] "SNORD105"               "SNORD11"               
## [13879] "SNORD110"               "SNORD111"              
## [13881] "SNORD116-1"             "SNORD116-13"           
## [13883] "SNORD116-14"            "SNORD116-18"           
## [13885] "SNORD116-2"             "SNORD116-20"           
## [13887] "SNORD116-21"            "SNORD116-22"           
## [13889] "SNORD116-23"            "SNORD116-24"           
## [13891] "SNORD116-28"            "SNORD116-4"            
## [13893] "SNORD116-8"             "SNORD117"              
## [13895] "SNORD11B"               "SNORD12"               
## [13897] "SNORD121A"              "SNORD121B"             
## [13899] "SNORD124"               "SNORD126"              
## [13901] "SNORD127"               "SNORD12B"              
## [13903] "SNORD12C"               "SNORD15A"              
## [13905] "SNORD15B"               "SNORD16"               
## [13907] "SNORD17"                "SNORD18A"              
## [13909] "SNORD18B"               "SNORD18C"              
## [13911] "SNORD19"                "SNORD19B"              
## [13913] "SNORD1A"                "SNORD1B"               
## [13915] "SNORD1C"                "SNORD2"                
## [13917] "SNORD20"                "SNORD21"               
## [13919] "SNORD22"                "SNORD23"               
## [13921] "SNORD24"                "SNORD25"               
## [13923] "SNORD26"                "SNORD27"               
## [13925] "SNORD28"                "SNORD30"               
## [13927] "SNORD32A"               "SNORD33"               
## [13929] "SNORD34"                "SNORD35A"              
## [13931] "SNORD35B"               "SNORD36A"              
## [13933] "SNORD36B"               "SNORD36C"              
## [13935] "SNORD37"                "SNORD38A"              
## [13937] "SNORD42A"               "SNORD42B"              
## [13939] "SNORD43"                "SNORD45A"              
## [13941] "SNORD45B"               "SNORD45C"              
## [13943] "SNORD46"                "SNORD48"               
## [13945] "SNORD49A"               "SNORD4A"               
## [13947] "SNORD4B"                "SNORD5"                
## [13949] "SNORD50B"               "SNORD51"               
## [13951] "SNORD52"                "SNORD53"               
## [13953] "SNORD54"                "SNORD55"               
## [13955] "SNORD56"                "SNORD56B"              
## [13957] "SNORD57"                "SNORD58A"              
## [13959] "SNORD58C"               "SNORD59A"              
## [13961] "SNORD6"                 "SNORD60"               
## [13963] "SNORD62A"               "SNORD62B"              
## [13965] "SNORD63"                "SNORD65"               
## [13967] "SNORD66"                "SNORD67"               
## [13969] "SNORD68"                "SNORD69"               
## [13971] "SNORD7"                 "SNORD70"               
## [13973] "SNORD71"                "SNORD72"               
## [13975] "SNORD8"                 "SNORD82"               
## [13977] "SNORD83A"               "SNORD83B"              
## [13979] "SNORD84"                "SNORD87"               
## [13981] "SNORD88A"               "SNORD88B"              
## [13983] "SNORD88C"               "SNORD89"               
## [13985] "SNORD9"                 "SNORD91A"              
## [13987] "SNORD91B"               "SNORD92"               
## [13989] "SNORD93"                "SNORD94"               
## [13991] "SNORD95"                "SNORD96A"              
## [13993] "SNORD97"                "SNORD98"               
## [13995] "SNORD99"                "SNPH"                  
## [13997] "SNRK"                   "SNRK-AS1"              
## [13999] "SNRNP200"               "SNRNP25"               
## [14001] "SNRNP27"                "SNRNP35"               
## [14003] "SNRNP40"                "SNRNP48"               
## [14005] "SNRNP70"                "SNRPA"                 
## [14007] "SNRPA1"                 "SNRPB"                 
## [14009] "SNRPB2"                 "SNRPC"                 
## [14011] "SNRPD1"                 "SNRPD2"                
## [14013] "SNRPD3"                 "SNRPE"                 
## [14015] "SNRPF"                  "SNRPG"                 
## [14017] "SNRPN"                  "SNTA1"                 
## [14019] "SNTB1"                  "SNTB2"                 
## [14021] "SNTG2"                  "SNTN"                  
## [14023] "SNUPN"                  "SNURF"                 
## [14025] "SNW1"                   "SNX1"                  
## [14027] "SNX10"                  "SNX11"                 
## [14029] "SNX12"                  "SNX13"                 
## [14031] "SNX14"                  "SNX15"                 
## [14033] "SNX16"                  "SNX17"                 
## [14035] "SNX18"                  "SNX19"                 
## [14037] "SNX2"                   "SNX20"                 
## [14039] "SNX21"                  "SNX22"                 
## [14041] "SNX24"                  "SNX25"                 
## [14043] "SNX27"                  "SNX29"                 
## [14045] "SNX29P1"                "SNX29P2"               
## [14047] "SNX3"                   "SNX30"                 
## [14049] "SNX31"                  "SNX32"                 
## [14051] "SNX33"                  "SNX4"                  
## [14053] "SNX5"                   "SNX6"                  
## [14055] "SNX7"                   "SNX8"                  
## [14057] "SNX9"                   "SOAT1"                 
## [14059] "SOAT2"                  "SOBP"                  
## [14061] "SOCS1"                  "SOCS2"                 
## [14063] "SOCS2-AS1"              "SOCS3"                 
## [14065] "SOCS4"                  "SOCS5"                 
## [14067] "SOCS6"                  "SOCS7"                 
## [14069] "SOD1"                   "SOD2"                  
## [14071] "SOD3"                   "SOGA1"                 
## [14073] "SOGA3"                  "SON"                   
## [14075] "SORBS1"                 "SORBS2"                
## [14077] "SORBS3"                 "SORCS1"                
## [14079] "SORCS2"                 "SORCS3"                
## [14081] "SORD"                   "SORL1"                 
## [14083] "SORT1"                  "SOS1"                  
## [14085] "SOS2"                   "SOST"                  
## [14087] "SOSTDC1"                "SOWAHA"                
## [14089] "SOWAHB"                 "SOWAHC"                
## [14091] "SOWAHD"                 "SOX10"                 
## [14093] "SOX12"                  "SOX13"                 
## [14095] "SOX15"                  "SOX17"                 
## [14097] "SOX18"                  "SOX2"                  
## [14099] "SOX2-OT"                "SOX21"                 
## [14101] "SOX30"                  "SOX4"                  
## [14103] "SOX5"                   "SOX6"                  
## [14105] "SOX7"                   "SOX8"                  
## [14107] "SOX9"                   "SP1"                   
## [14109] "SP100"                  "SP110"                 
## [14111] "SP140"                  "SP140L"                
## [14113] "SP2"                    "SP3"                   
## [14115] "SP4"                    "SP5"                   
## [14117] "SP6"                    "SP7"                   
## [14119] "SP8"                    "SP9"                   
## [14121] "SPA17"                  "SPACA4"                
## [14123] "SPAG1"                  "SPAG16"                
## [14125] "SPAG17"                 "SPAG4"                 
## [14127] "SPAG5"                  "SPAG5-AS1"             
## [14129] "SPAG6"                  "SPAG7"                 
## [14131] "SPAG8"                  "SPAG9"                 
## [14133] "SPANXA2-OT1"            "SPARC"                 
## [14135] "SPARCL1"                "SPAST"                 
## [14137] "SPATA12"                "SPATA13"               
## [14139] "SPATA13-AS1"            "SPATA17"               
## [14141] "SPATA18"                "SPATA2"                
## [14143] "SPATA20"                "SPATA21"               
## [14145] "SPATA22"                "SPATA24"               
## [14147] "SPATA25"                "SPATA2L"               
## [14149] "SPATA3"                 "SPATA31C1"             
## [14151] "SPATA31E1"              "SPATA32"               
## [14153] "SPATA4"                 "SPATA5"                
## [14155] "SPATA5L1"               "SPATA6"                
## [14157] "SPATA6L"                "SPATA9"                
## [14159] "SPATC1"                 "SPATC1L"               
## [14161] "SPATS2"                 "SPATS2L"               
## [14163] "SPC24"                  "SPC25"                 
## [14165] "SPCS1"                  "SPCS2"                 
## [14167] "SPCS3"                  "SPDEF"                 
## [14169] "SPDL1"                  "SPDYA"                 
## [14171] "SPDYC"                  "SPDYE1"                
## [14173] "SPDYE2"                 "SPDYE3"                
## [14175] "SPDYE4"                 "SPDYE5"                
## [14177] "SPDYE6"                 "SPDYE7P"               
## [14179] "SPECC1"                 "SPECC1L"               
## [14181] "SPEF1"                  "SPEF2"                 
## [14183] "SPEG"                   "SPEN"                  
## [14185] "SPESP1"                 "SPG11"                 
## [14187] "SPG21"                  "SPG7"                  
## [14189] "SPHK1"                  "SPHK2"                 
## [14191] "SPI1"                   "SPIB"                  
## [14193] "SPICE1"                 "SPIN1"                 
## [14195] "SPIN2A"                 "SPIN2B"                
## [14197] "SPIN3"                  "SPIN4"                 
## [14199] "SPINK1"                 "SPINK13"               
## [14201] "SPINK2"                 "SPINK4"                
## [14203] "SPINK5"                 "SPINK6"                
## [14205] "SPINK7"                 "SPINK8"                
## [14207] "SPINK9"                 "SPINT1"                
## [14209] "SPINT2"                 "SPIRE1"                
## [14211] "SPIRE2"                 "SPN"                   
## [14213] "SPNS1"                  "SPNS2"                 
## [14215] "SPNS3"                  "SPOCD1"                
## [14217] "SPOCK1"                 "SPOCK2"                
## [14219] "SPOCK3"                 "SPON1"                 
## [14221] "SPON2"                  "SPOP"                  
## [14223] "SPOPL"                  "SPP1"                  
## [14225] "SPPL2A"                 "SPPL2B"                
## [14227] "SPPL3"                  "SPR"                   
## [14229] "SPRED1"                 "SPRED2"                
## [14231] "SPRED3"                 "SPRN"                  
## [14233] "SPRR1A"                 "SPRR1B"                
## [14235] "SPRR2A"                 "SPRR2D"                
## [14237] "SPRR2E"                 "SPRR2G"                
## [14239] "SPRR3"                  "SPRTN"                 
## [14241] "SPRY1"                  "SPRY2"                 
## [14243] "SPRY3"                  "SPRY4"                 
## [14245] "SPRYD3"                 "SPRYD4"                
## [14247] "SPRYD7"                 "SPSB1"                 
## [14249] "SPSB2"                  "SPSB3"                 
## [14251] "SPSB4"                  "SPTA1"                 
## [14253] "SPTAN1"                 "SPTB"                  
## [14255] "SPTBN1"                 "SPTBN2"                
## [14257] "SPTBN5"                 "SPTLC1"                
## [14259] "SPTLC2"                 "SPTLC3"                
## [14261] "SPTSSA"                 "SPTSSB"                
## [14263] "SPTY2D1"                "SQLE"                  
## [14265] "SQSTM1"                 "SRA1"                  
## [14267] "SRBD1"                  "SRC"                   
## [14269] "SRCAP"                  "SRCIN1"                
## [14271] "SRD5A1"                 "SRD5A2"                
## [14273] "SRD5A3"                 "SRD5A3-AS1"            
## [14275] "SREBF1"                 "SREBF2"                
## [14277] "SREK1"                  "SREK1IP1"              
## [14279] "SRF"                    "SRFBP1"                
## [14281] "SRGAP1"                 "SRGAP2"                
## [14283] "SRGAP2B"                "SRGAP2C"               
## [14285] "SRGAP2D"                "SRGAP3"                
## [14287] "SRGN"                   "SRI"                   
## [14289] "SRL"                    "SRM"                   
## [14291] "SRMS"                   "SRP14"                 
## [14293] "SRP19"                  "SRP54"                 
## [14295] "SRP68"                  "SRP72"                 
## [14297] "SRP9"                   "SRPK1"                 
## [14299] "SRPK2"                  "SRPK3"                 
## [14301] "SRPRB"                  "SRPX"                  
## [14303] "SRPX2"                  "SRR"                   
## [14305] "SRRD"                   "SRRM1"                 
## [14307] "SRRM2"                  "SRRM2-AS1"             
## [14309] "SRRM3"                  "SRRM5"                 
## [14311] "SRRT"                   "SRSF1"                 
## [14313] "SRSF10"                 "SRSF11"                
## [14315] "SRSF12"                 "SRSF2"                 
## [14317] "SRSF3"                  "SRSF4"                 
## [14319] "SRSF5"                  "SRSF6"                 
## [14321] "SRSF7"                  "SRSF8"                 
## [14323] "SRSF9"                  "SRXN1"                 
## [14325] "SS18"                   "SS18L1"                
## [14327] "SS18L2"                 "SSB"                   
## [14329] "SSBP1"                  "SSBP2"                 
## [14331] "SSBP3"                  "SSBP4"                 
## [14333] "SSC5D"                  "SSH1"                  
## [14335] "SSH2"                   "SSH3"                  
## [14337] "SSNA1"                  "SSPN"                  
## [14339] "SSR1"                   "SSR2"                  
## [14341] "SSR3"                   "SSR4"                  
## [14343] "SSR4P1"                 "SSRP1"                 
## [14345] "SSTR1"                  "SSTR2"                 
## [14347] "SSTR3"                  "SSTR5"                 
## [14349] "SSTR5-AS1"              "SSU72"                 
## [14351] "SSUH2"                  "SSX2IP"                
## [14353] "ST13"                   "ST13P4"                
## [14355] "ST14"                   "ST18"                  
## [14357] "ST20"                   "ST20-MTHFS"            
## [14359] "ST3GAL1"                "ST3GAL2"               
## [14361] "ST3GAL3"                "ST3GAL4"               
## [14363] "ST3GAL5"                "ST3GAL6"               
## [14365] "ST3GAL6-AS1"            "ST6GAL1"               
## [14367] "ST6GAL2"                "ST6GALNAC1"            
## [14369] "ST6GALNAC2"             "ST6GALNAC3"            
## [14371] "ST6GALNAC4"             "ST6GALNAC5"            
## [14373] "ST6GALNAC6"             "ST7"                   
## [14375] "ST7-AS1"                "ST7-AS2"               
## [14377] "ST7-OT4"                "ST7L"                  
## [14379] "ST8SIA1"                "ST8SIA2"               
## [14381] "ST8SIA4"                "ST8SIA5"               
## [14383] "ST8SIA6"                "ST8SIA6-AS1"           
## [14385] "STAB1"                  "STAB2"                 
## [14387] "STAC"                   "STAC2"                 
## [14389] "STAC3"                  "STAG1"                 
## [14391] "STAG2"                  "STAG3"                 
## [14393] "STAG3L1"                "STAG3L2"               
## [14395] "STAG3L3"                "STAG3L4"               
## [14397] "STAM"                   "STAM2"                 
## [14399] "STAMBP"                 "STAMBPL1"              
## [14401] "STAP1"                  "STAP2"                 
## [14403] "STAR"                   "STARD13"               
## [14405] "STARD13-AS"             "STARD3"                
## [14407] "STARD3NL"               "STARD4"                
## [14409] "STARD4-AS1"             "STARD5"                
## [14411] "STARD6"                 "STARD7"                
## [14413] "STARD8"                 "STARD9"                
## [14415] "STAT1"                  "STAT2"                 
## [14417] "STAT3"                  "STAT4"                 
## [14419] "STAT5A"                 "STAT5B"                
## [14421] "STAT6"                  "STATH"                 
## [14423] "STAU1"                  "STAU2"                 
## [14425] "STAU2-AS1"              "STBD1"                 
## [14427] "STC1"                   "STC2"                  
## [14429] "STEAP1"                 "STEAP1B"               
## [14431] "STEAP2"                 "STEAP3"                
## [14433] "STEAP4"                 "STIL"                  
## [14435] "STIM1"                  "STIM2"                 
## [14437] "STIP1"                  "STK10"                 
## [14439] "STK11"                  "STK11IP"               
## [14441] "STK16"                  "STK17A"                
## [14443] "STK17B"                 "STK19"                 
## [14445] "STK24"                  "STK25"                 
## [14447] "STK3"                   "STK31"                 
## [14449] "STK32A"                 "STK32B"                
## [14451] "STK32C"                 "STK33"                 
## [14453] "STK35"                  "STK36"                 
## [14455] "STK38"                  "STK38L"                
## [14457] "STK39"                  "STK4"                  
## [14459] "STK4-AS1"               "STK40"                 
## [14461] "STMN1"                  "STMN3"                 
## [14463] "STMN4"                  "STMND1"                
## [14465] "STOM"                   "STOML1"                
## [14467] "STOML2"                 "STOML3"                
## [14469] "STON1"                  "STON1-GTF2A1L"         
## [14471] "STON2"                  "STOX1"                 
## [14473] "STOX2"                  "STPG1"                 
## [14475] "STPG2"                  "STRA6"                 
## [14477] "STRADA"                 "STRADB"                
## [14479] "STRAP"                  "STRBP"                 
## [14481] "STRC"                   "STRIP1"                
## [14483] "STRIP2"                 "STRN"                  
## [14485] "STRN3"                  "STRN4"                 
## [14487] "STS"                    "STT3A"                 
## [14489] "STT3B"                  "STUB1"                 
## [14491] "STX10"                  "STX11"                 
## [14493] "STX12"                  "STX16"                 
## [14495] "STX16-NPEPL1"           "STX17"                 
## [14497] "STX18"                  "STX19"                 
## [14499] "STX1A"                  "STX1B"                 
## [14501] "STX2"                   "STX3"                  
## [14503] "STX4"                   "STX5"                  
## [14505] "STX6"                   "STX7"                  
## [14507] "STX8"                   "STXBP1"                
## [14509] "STXBP2"                 "STXBP3"                
## [14511] "STXBP4"                 "STXBP5"                
## [14513] "STXBP5-AS1"             "STXBP5L"               
## [14515] "STXBP6"                 "STYK1"                 
## [14517] "STYX"                   "STYXL1"                
## [14519] "SUB1"                   "SUCLA2"                
## [14521] "SUCLG1"                 "SUCLG2"                
## [14523] "SUCNR1"                 "SUCO"                  
## [14525] "SUDS3"                  "SUFU"                  
## [14527] "SUGP1"                  "SUGP2"                 
## [14529] "SUGT1"                  "SUGT1P1"               
## [14531] "SUGT1P3"                "SULF1"                 
## [14533] "SULF2"                  "SULT1A1"               
## [14535] "SULT1A2"                "SULT1A3"               
## [14537] "SULT1B1"                "SULT1C2"               
## [14539] "SULT1C2P1"              "SULT1C4"               
## [14541] "SULT1E1"                "SULT2B1"               
## [14543] "SULT4A1"                "SUMF1"                 
## [14545] "SUMF2"                  "SUMO1"                 
## [14547] "SUMO1P1"                "SUMO1P3"               
## [14549] "SUMO2"                  "SUMO3"                 
## [14551] "SUMO4"                  "SUN1"                  
## [14553] "SUN2"                   "SUN3"                  
## [14555] "SUOX"                   "SUPT16H"               
## [14557] "SUPT20H"                "SUPT3H"                
## [14559] "SUPT4H1"                "SUPT5H"                
## [14561] "SUPT6H"                 "SUPT7L"                
## [14563] "SUPV3L1"                "SURF1"                 
## [14565] "SURF2"                  "SURF4"                 
## [14567] "SURF6"                  "SUSD1"                 
## [14569] "SUSD2"                  "SUSD3"                 
## [14571] "SUSD4"                  "SUSD5"                 
## [14573] "SUV39H1"                "SUV39H2"               
## [14575] "SUZ12"                  "SUZ12P1"               
## [14577] "SV2A"                   "SV2B"                  
## [14579] "SV2C"                   "SVEP1"                 
## [14581] "SVIL"                   "SVIP"                  
## [14583] "SVOPL"                  "SWAP70"                
## [14585] "SWI5"                   "SWSAP1"                
## [14587] "SWT1"                   "SYAP1"                 
## [14589] "SYBU"                   "SYCE1"                 
## [14591] "SYCE1L"                 "SYCE2"                 
## [14593] "SYCE3"                  "SYCP2"                 
## [14595] "SYCP2L"                 "SYCP3"                 
## [14597] "SYDE1"                  "SYDE2"                 
## [14599] "SYF2"                   "SYK"                   
## [14601] "SYMPK"                  "SYN1"                  
## [14603] "SYN2"                   "SYN3"                  
## [14605] "SYNC"                   "SYNCRIP"               
## [14607] "SYNDIG1"                "SYNDIG1L"              
## [14609] "SYNE1"                  "SYNE2"                 
## [14611] "SYNE3"                  "SYNE4"                 
## [14613] "SYNGAP1"                "SYNGR1"                
## [14615] "SYNGR2"                 "SYNGR3"                
## [14617] "SYNGR4"                 "SYNJ1"                 
## [14619] "SYNJ2"                  "SYNJ2-IT1"             
## [14621] "SYNJ2BP"                "SYNJ2BP-COX16"         
## [14623] "SYNM"                   "SYNPO"                 
## [14625] "SYNPO2"                 "SYNPO2L"               
## [14627] "SYNPR"                  "SYNPR-AS1"             
## [14629] "SYNRG"                  "SYP"                   
## [14631] "SYPL1"                  "SYPL2"                 
## [14633] "SYS1"                   "SYS1-DBNDD2"           
## [14635] "SYT1"                   "SYT10"                 
## [14637] "SYT11"                  "SYT12"                 
## [14639] "SYT13"                  "SYT14"                 
## [14641] "SYT15"                  "SYT16"                 
## [14643] "SYT17"                  "SYT2"                  
## [14645] "SYT3"                   "SYT4"                  
## [14647] "SYT5"                   "SYT6"                  
## [14649] "SYT7"                   "SYT8"                  
## [14651] "SYT9"                   "SYTL1"                 
## [14653] "SYTL2"                  "SYTL3"                 
## [14655] "SYTL4"                  "SYTL5"                 
## [14657] "SYVN1"                  "SZRD1"                 
## [14659] "SZT2"                   "TAAR1"                 
## [14661] "TAB1"                   "TAB2"                  
## [14663] "TAB3"                   "TAC1"                  
## [14665] "TAC3"                   "TAC4"                  
## [14667] "TACC1"                  "TACC2"                 
## [14669] "TACC3"                  "TACO1"                 
## [14671] "TACR1"                  "TACR2"                 
## [14673] "TACSTD2"                "TADA1"                 
## [14675] "TADA2A"                 "TADA2B"                
## [14677] "TADA3"                  "TAF1"                  
## [14679] "TAF10"                  "TAF11"                 
## [14681] "TAF12"                  "TAF13"                 
## [14683] "TAF15"                  "TAF1A"                 
## [14685] "TAF1B"                  "TAF1C"                 
## [14687] "TAF1D"                  "TAF1L"                 
## [14689] "TAF2"                   "TAF3"                  
## [14691] "TAF4"                   "TAF4B"                 
## [14693] "TAF5"                   "TAF5L"                 
## [14695] "TAF6"                   "TAF6L"                 
## [14697] "TAF7"                   "TAF7L"                 
## [14699] "TAF8"                   "TAF9"                  
## [14701] "TAF9B"                  "TAGAP"                 
## [14703] "TAGLN"                  "TAGLN2"                
## [14705] "TAGLN3"                 "TAL1"                  
## [14707] "TAL2"                   "TALDO1"                
## [14709] "TAMM41"                 "TANC1"                 
## [14711] "TANC2"                  "TANGO2"                
## [14713] "TANGO6"                 "TANK"                  
## [14715] "TAOK1"                  "TAOK2"                 
## [14717] "TAOK3"                  "TAP1"                  
## [14719] "TAP2"                   "TAPBP"                 
## [14721] "TAPBPL"                 "TAPT1"                 
## [14723] "TAPT1-AS1"              "TARBP1"                
## [14725] "TARBP2"                 "TARDBP"                
## [14727] "TARM1"                  "TARS2"                 
## [14729] "TAS1R1"                 "TAS1R2"                
## [14731] "TAS1R3"                 "TAS2R10"               
## [14733] "TAS2R14"                "TAS2R19"               
## [14735] "TAS2R20"                "TAS2R3"                
## [14737] "TAS2R30"                "TAS2R31"               
## [14739] "TAS2R4"                 "TAS2R40"               
## [14741] "TAS2R5"                 "TASP1"                 
## [14743] "TAT"                    "TATDN1"                
## [14745] "TATDN2"                 "TATDN3"                
## [14747] "TAX1BP1"                "TAX1BP3"               
## [14749] "TAZ"                    "TBC1D1"                
## [14751] "TBC1D10A"               "TBC1D10B"              
## [14753] "TBC1D10C"               "TBC1D12"               
## [14755] "TBC1D13"                "TBC1D14"               
## [14757] "TBC1D15"                "TBC1D16"               
## [14759] "TBC1D17"                "TBC1D19"               
## [14761] "TBC1D2"                 "TBC1D20"               
## [14763] "TBC1D22A"               "TBC1D22B"              
## [14765] "TBC1D23"                "TBC1D24"               
## [14767] "TBC1D25"                "TBC1D26"               
## [14769] "TBC1D2B"                "TBC1D30"               
## [14771] "TBC1D3G"                "TBC1D3P1-DHX40P1"      
## [14773] "TBC1D4"                 "TBC1D5"                
## [14775] "TBC1D7"                 "TBC1D8"                
## [14777] "TBC1D8B"                "TBC1D9"                
## [14779] "TBC1D9B"                "TBCA"                  
## [14781] "TBCB"                   "TBCC"                  
## [14783] "TBCCD1"                 "TBCD"                  
## [14785] "TBCEL"                  "TBCK"                  
## [14787] "TBK1"                   "TBKBP1"                
## [14789] "TBL1X"                  "TBL1XR1"               
## [14791] "TBL2"                   "TBL3"                  
## [14793] "TBP"                    "TBPL1"                 
## [14795] "TBPL2"                  "TBR1"                  
## [14797] "TBRG1"                  "TBRG4"                 
## [14799] "TBX1"                   "TBX15"                 
## [14801] "TBX18"                  "TBX19"                 
## [14803] "TBX2"                   "TBX20"                 
## [14805] "TBX21"                  "TBX3"                  
## [14807] "TBX4"                   "TBX6"                  
## [14809] "TBXA2R"                 "TBXAS1"                
## [14811] "TC2N"                   "TCAIM"                 
## [14813] "TCAM1P"                 "TCAP"                  
## [14815] "TCEA1"                  "TCEA2"                 
## [14817] "TCEA3"                  "TCEAL1"                
## [14819] "TCEAL2"                 "TCEAL3"                
## [14821] "TCEAL4"                 "TCEAL8"                
## [14823] "TCEANC"                 "TCEANC2"               
## [14825] "TCERG1"                 "TCERG1L"               
## [14827] "TCF12"                  "TCF19"                 
## [14829] "TCF20"                  "TCF21"                 
## [14831] "TCF24"                  "TCF25"                 
## [14833] "TCF3"                   "TCF4"                  
## [14835] "TCF7"                   "TCF7L1"                
## [14837] "TCF7L2"                 "TCFL5"                 
## [14839] "TCHH"                   "TCHP"                  
## [14841] "TCIRG1"                 "TCL1A"                 
## [14843] "TCL1B"                  "TCL6"                  
## [14845] "TCN1"                   "TCN2"                  
## [14847] "TCOF1"                  "TCP1"                  
## [14849] "TCP10L"                 "TCP10L2"               
## [14851] "TCP11"                  "TCP11L1"               
## [14853] "TCP11L2"                "TCTA"                  
## [14855] "TCTE1"                  "TCTE3"                 
## [14857] "TCTEX1D1"               "TCTEX1D2"              
## [14859] "TCTEX1D4"               "TCTN1"                 
## [14861] "TCTN2"                  "TCTN3"                 
## [14863] "TDG"                    "TDH"                   
## [14865] "TDO2"                   "TDP1"                  
## [14867] "TDP2"                   "TDRD1"                 
## [14869] "TDRD10"                 "TDRD12"                
## [14871] "TDRD3"                  "TDRD5"                 
## [14873] "TDRD6"                  "TDRD7"                 
## [14875] "TDRD9"                  "TDRG1"                 
## [14877] "TDRKH"                  "TEAD1"                 
## [14879] "TEAD2"                  "TEAD3"                 
## [14881] "TEAD4"                  "TEC"                   
## [14883] "TECPR1"                 "TECPR2"                
## [14885] "TECR"                   "TECTA"                 
## [14887] "TECTB"                  "TEDDM1"                
## [14889] "TEF"                    "TEFM"                  
## [14891] "TEK"                    "TEKT1"                 
## [14893] "TEKT2"                  "TEKT3"                 
## [14895] "TEKT4"                  "TEKT4P2"               
## [14897] "TEKT5"                  "TELO2"                 
## [14899] "TEN1"                   "TEN1-CDK3"             
## [14901] "TENM1"                  "TENM2"                 
## [14903] "TENM3"                  "TENM4"                 
## [14905] "TEP1"                   "TEPP"                  
## [14907] "TERC"                   "TERF1"                 
## [14909] "TERF2"                  "TERF2IP"               
## [14911] "TERT"                   "TES"                   
## [14913] "TESC"                   "TESK1"                 
## [14915] "TESK2"                  "TESPA1"                
## [14917] "TET1"                   "TET2"                  
## [14919] "TET3"                   "TEX10"                 
## [14921] "TEX101"                 "TEX11"                 
## [14923] "TEX12"                  "TEX14"                 
## [14925] "TEX15"                  "TEX19"                 
## [14927] "TEX2"                   "TEX21P"                
## [14929] "TEX22"                  "TEX26"                 
## [14931] "TEX26-AS1"              "TEX261"                
## [14933] "TEX264"                 "TEX29"                 
## [14935] "TEX30"                  "TEX38"                 
## [14937] "TEX9"                   "TF"                    
## [14939] "TFAM"                   "TFAMP1"                
## [14941] "TFAP2A"                 "TFAP2C"                
## [14943] "TFAP2E"                 "TFAP4"                 
## [14945] "TFB1M"                  "TFB2M"                 
## [14947] "TFCP2"                  "TFCP2L1"               
## [14949] "TFDP1"                  "TFDP2"                 
## [14951] "TFDP3"                  "TFE3"                  
## [14953] "TFEB"                   "TFEC"                  
## [14955] "TFF1"                   "TFF2"                  
## [14957] "TFF3"                   "TFG"                   
## [14959] "TFIP11"                 "TFPI"                  
## [14961] "TFPI2"                  "TFPT"                  
## [14963] "TFR2"                   "TFRC"                  
## [14965] "TG"                     "TGDS"                  
## [14967] "TGFA"                   "TGFB1"                 
## [14969] "TGFB1I1"                "TGFB2"                 
## [14971] "TGFB3"                  "TGFBI"                 
## [14973] "TGFBR1"                 "TGFBR2"                
## [14975] "TGFBR3"                 "TGFBR3L"               
## [14977] "TGFBRAP1"               "TGIF1"                 
## [14979] "TGIF2"                  "TGM1"                  
## [14981] "TGM2"                   "TGM3"                  
## [14983] "TGM4"                   "TGOLN2"                
## [14985] "TGS1"                   "TH"                    
## [14987] "THADA"                  "THAP1"                 
## [14989] "THAP10"                 "THAP11"                
## [14991] "THAP2"                  "THAP3"                 
## [14993] "THAP4"                  "THAP5"                 
## [14995] "THAP6"                  "THAP7"                 
## [14997] "THAP7-AS1"              "THAP8"                 
## [14999] "THAP9"                  "THAP9-AS1"             
## [15001] "THBD"                   "THBS1"                 
## [15003] "THBS2"                  "THBS3"                 
## [15005] "THBS4"                  "THEG"                  
## [15007] "THEGL"                  "THEM4"                 
## [15009] "THEM5"                  "THEM6"                 
## [15011] "THEMIS"                 "THEMIS2"               
## [15013] "THG1L"                  "THNSL1"                
## [15015] "THNSL2"                 "THOC1"                 
## [15017] "THOC2"                  "THOC3"                 
## [15019] "THOC5"                  "THOC6"                 
## [15021] "THOC7"                  "THOP1"                 
## [15023] "THPO"                   "THRA"                  
## [15025] "THRAP3"                 "THRB"                  
## [15027] "THRB-AS1"               "THRSP"                 
## [15029] "THSD1"                  "THSD4"                 
## [15031] "THSD7A"                 "THTPA"                 
## [15033] "THUMPD1"                "THUMPD2"               
## [15035] "THUMPD3"                "THY1"                  
## [15037] "THYN1"                  "TIA1"                  
## [15039] "TIAF1"                  "TIAL1"                 
## [15041] "TIAM1"                  "TIAM2"                 
## [15043] "TICAM1"                 "TICAM2"                
## [15045] "TICRR"                  "TIE1"                  
## [15047] "TIFA"                   "TIFAB"                 
## [15049] "TIGD1"                  "TIGD2"                 
## [15051] "TIGD3"                  "TIGD4"                 
## [15053] "TIGD5"                  "TIGD6"                 
## [15055] "TIGD7"                  "TIGIT"                 
## [15057] "TIMD4"                  "TIMELESS"              
## [15059] "TIMM10"                 "TIMM10B"               
## [15061] "TIMM13"                 "TIMM17A"               
## [15063] "TIMM17B"                "TIMM21"                
## [15065] "TIMM22"                 "TIMM23"                
## [15067] "TIMM44"                 "TIMM50"                
## [15069] "TIMM8A"                 "TIMM8B"                
## [15071] "TIMM9"                  "TIMMDC1"               
## [15073] "TIMP1"                  "TIMP2"                 
## [15075] "TIMP3"                  "TIMP4"                 
## [15077] "TINAG"                  "TINAGL1"               
## [15079] "TINCR"                  "TINF2"                 
## [15081] "TIPARP"                 "TIPARP-AS1"            
## [15083] "TIPIN"                  "TIPRL"                 
## [15085] "TIRAP"                  "TJAP1"                 
## [15087] "TJP1"                   "TJP2"                  
## [15089] "TJP3"                   "TK1"                   
## [15091] "TK2"                    "TKT"                   
## [15093] "TKTL1"                  "TKTL2"                 
## [15095] "TLCD1"                  "TLCD2"                 
## [15097] "TLE1"                   "TLE2"                  
## [15099] "TLE3"                   "TLE4"                  
## [15101] "TLE6"                   "TLK1"                  
## [15103] "TLK2"                   "TLL1"                  
## [15105] "TLL2"                   "TLN1"                  
## [15107] "TLN2"                   "TLR1"                  
## [15109] "TLR10"                  "TLR2"                  
## [15111] "TLR3"                   "TLR4"                  
## [15113] "TLR5"                   "TLR6"                  
## [15115] "TLR7"                   "TLR8"                  
## [15117] "TLR8-AS1"               "TLR9"                  
## [15119] "TLX2"                   "TLX3"                  
## [15121] "TM2D1"                  "TM2D2"                 
## [15123] "TM2D3"                  "TM4SF1"                
## [15125] "TM4SF18"                "TM4SF19"               
## [15127] "TM4SF20"                "TM4SF4"                
## [15129] "TM4SF5"                 "TM6SF1"                
## [15131] "TM6SF2"                 "TM7SF2"                
## [15133] "TM7SF3"                 "TM9SF1"                
## [15135] "TM9SF2"                 "TM9SF3"                
## [15137] "TM9SF4"                 "TMA16"                 
## [15139] "TMA7"                   "TMBIM1"                
## [15141] "TMBIM4"                 "TMBIM6"                
## [15143] "TMC1"                   "TMC2"                  
## [15145] "TMC3"                   "TMC4"                  
## [15147] "TMC5"                   "TMC6"                  
## [15149] "TMC7"                   "TMC8"                  
## [15151] "TMCC1"                  "TMCC2"                 
## [15153] "TMCC3"                  "TMCO1"                 
## [15155] "TMCO2"                  "TMCO3"                 
## [15157] "TMCO4"                  "TMCO6"                 
## [15159] "TMED1"                  "TMED10"                
## [15161] "TMED10P1"               "TMED11P"               
## [15163] "TMED2"                  "TMED3"                 
## [15165] "TMED4"                  "TMED5"                 
## [15167] "TMED6"                  "TMED7"                 
## [15169] "TMED7-TICAM2"           "TMED8"                 
## [15171] "TMED9"                  "TMEFF1"                
## [15173] "TMEFF2"                 "TMEM101"               
## [15175] "TMEM102"                "TMEM104"               
## [15177] "TMEM106A"               "TMEM106B"              
## [15179] "TMEM106C"               "TMEM107"               
## [15181] "TMEM108"                "TMEM109"               
## [15183] "TMEM11"                 "TMEM115"               
## [15185] "TMEM116"                "TMEM117"               
## [15187] "TMEM119"                "TMEM120A"              
## [15189] "TMEM120B"               "TMEM121"               
## [15191] "TMEM123"                "TMEM125"               
## [15193] "TMEM126A"               "TMEM126B"              
## [15195] "TMEM127"                "TMEM128"               
## [15197] "TMEM129"                "TMEM130"               
## [15199] "TMEM131"                "TMEM132A"              
## [15201] "TMEM132B"               "TMEM132C"              
## [15203] "TMEM132D"               "TMEM132E"              
## [15205] "TMEM134"                "TMEM135"               
## [15207] "TMEM138"                "TMEM139"               
## [15209] "TMEM140"                "TMEM141"               
## [15211] "TMEM143"                "TMEM144"               
## [15213] "TMEM145"                "TMEM147"               
## [15215] "TMEM14A"                "TMEM14B"               
## [15217] "TMEM14C"                "TMEM150A"              
## [15219] "TMEM150B"               "TMEM150C"              
## [15221] "TMEM151A"               "TMEM151B"              
## [15223] "TMEM154"                "TMEM155"               
## [15225] "TMEM156"                "TMEM158"               
## [15227] "TMEM159"                "TMEM160"               
## [15229] "TMEM161A"               "TMEM161B"              
## [15231] "TMEM161B-AS1"           "TMEM163"               
## [15233] "TMEM164"                "TMEM165"               
## [15235] "TMEM167A"               "TMEM167B"              
## [15237] "TMEM168"                "TMEM169"               
## [15239] "TMEM17"                 "TMEM170A"              
## [15241] "TMEM170B"               "TMEM171"               
## [15243] "TMEM175"                "TMEM176A"              
## [15245] "TMEM176B"               "TMEM177"               
## [15247] "TMEM178A"               "TMEM178B"              
## [15249] "TMEM179B"               "TMEM18"                
## [15251] "TMEM181"                "TMEM182"               
## [15253] "TMEM183A"               "TMEM183B"              
## [15255] "TMEM184A"               "TMEM184B"              
## [15257] "TMEM184C"               "TMEM185A"              
## [15259] "TMEM185B"               "TMEM186"               
## [15261] "TMEM187"                "TMEM189"               
## [15263] "TMEM19"                 "TMEM190"               
## [15265] "TMEM191A"               "TMEM191B"              
## [15267] "TMEM191C"               "TMEM192"               
## [15269] "TMEM198"                "TMEM198B"              
## [15271] "TMEM199"                "TMEM200A"              
## [15273] "TMEM200B"               "TMEM201"               
## [15275] "TMEM203"                "TMEM204"               
## [15277] "TMEM205"                "TMEM207"               
## [15279] "TMEM208"                "TMEM209"               
## [15281] "TMEM211"                "TMEM212"               
## [15283] "TMEM213"                "TMEM214"               
## [15285] "TMEM216"                "TMEM217"               
## [15287] "TMEM218"                "TMEM219"               
## [15289] "TMEM220"                "TMEM220-AS1"           
## [15291] "TMEM221"                "TMEM222"               
## [15293] "TMEM223"                "TMEM229B"              
## [15295] "TMEM230"                "TMEM231"               
## [15297] "TMEM232"                "TMEM233"               
## [15299] "TMEM234"                "TMEM236"               
## [15301] "TMEM237"                "TMEM238"               
## [15303] "TMEM239"                "TMEM240"               
## [15305] "TMEM241"                "TMEM242"               
## [15307] "TMEM243"                "TMEM244"               
## [15309] "TMEM245"                "TMEM248"               
## [15311] "TMEM249"                "TMEM25"                
## [15313] "TMEM251"                "TMEM252"               
## [15315] "TMEM253"                "TMEM254"               
## [15317] "TMEM254-AS1"            "TMEM255A"              
## [15319] "TMEM255B"               "TMEM256"               
## [15321] "TMEM258"                "TMEM259"               
## [15323] "TMEM26"                 "TMEM30A"               
## [15325] "TMEM30B"                "TMEM31"                
## [15327] "TMEM33"                 "TMEM37"                
## [15329] "TMEM38A"                "TMEM38B"               
## [15331] "TMEM39A"                "TMEM39B"               
## [15333] "TMEM40"                 "TMEM41A"               
## [15335] "TMEM41B"                "TMEM42"                
## [15337] "TMEM43"                 "TMEM44"                
## [15339] "TMEM44-AS1"             "TMEM45A"               
## [15341] "TMEM45B"                "TMEM47"                
## [15343] "TMEM50A"                "TMEM50B"               
## [15345] "TMEM51"                 "TMEM51-AS1"            
## [15347] "TMEM52"                 "TMEM52B"               
## [15349] "TMEM53"                 "TMEM54"                
## [15351] "TMEM59"                 "TMEM59L"               
## [15353] "TMEM60"                 "TMEM61"                
## [15355] "TMEM62"                 "TMEM63A"               
## [15357] "TMEM63B"                "TMEM63C"               
## [15359] "TMEM64"                 "TMEM65"                
## [15361] "TMEM67"                 "TMEM68"                
## [15363] "TMEM69"                 "TMEM70"                
## [15365] "TMEM71"                 "TMEM72"                
## [15367] "TMEM72-AS1"             "TMEM74"                
## [15369] "TMEM74B"                "TMEM79"                
## [15371] "TMEM80"                 "TMEM81"                
## [15373] "TMEM86A"                "TMEM86B"               
## [15375] "TMEM87A"                "TMEM87B"               
## [15377] "TMEM88"                 "TMEM89"                
## [15379] "TMEM8B"                 "TMEM9"                 
## [15381] "TMEM92"                 "TMEM97"                
## [15383] "TMEM98"                 "TMEM99"                
## [15385] "TMEM9B"                 "TMEM9B-AS1"            
## [15387] "TMF1"                   "TMIE"                  
## [15389] "TMIGD2"                 "TMLHE"                 
## [15391] "TMLHE-AS1"              "TMOD1"                 
## [15393] "TMOD2"                  "TMOD3"                 
## [15395] "TMOD4"                  "TMPO"                  
## [15397] "TMPO-AS1"               "TMPPE"                 
## [15399] "TMPRSS11B"              "TMPRSS11D"             
## [15401] "TMPRSS11E"              "TMPRSS12"              
## [15403] "TMPRSS13"               "TMPRSS2"               
## [15405] "TMPRSS3"                "TMPRSS4"               
## [15407] "TMPRSS5"                "TMPRSS6"               
## [15409] "TMPRSS7"                "TMPRSS9"               
## [15411] "TMSB10"                 "TMSB15A"               
## [15413] "TMSB15B"                "TMSB4X"                
## [15415] "TMSB4Y"                 "TMTC1"                 
## [15417] "TMTC2"                  "TMTC3"                 
## [15419] "TMTC4"                  "TMUB1"                 
## [15421] "TMUB2"                  "TMX1"                  
## [15423] "TMX2"                   "TMX3"                  
## [15425] "TMX4"                   "TNC"                   
## [15427] "TNF"                    "TNFAIP1"               
## [15429] "TNFAIP2"                "TNFAIP3"               
## [15431] "TNFAIP6"                "TNFAIP8"               
## [15433] "TNFAIP8L1"              "TNFAIP8L2"             
## [15435] "TNFAIP8L3"              "TNFRSF10A"             
## [15437] "TNFRSF10B"              "TNFRSF10C"             
## [15439] "TNFRSF10D"              "TNFRSF11A"             
## [15441] "TNFRSF11B"              "TNFRSF12A"             
## [15443] "TNFRSF13B"              "TNFRSF13C"             
## [15445] "TNFRSF14"               "TNFRSF17"              
## [15447] "TNFRSF18"               "TNFRSF19"              
## [15449] "TNFRSF1A"               "TNFRSF1B"              
## [15451] "TNFRSF21"               "TNFRSF25"              
## [15453] "TNFRSF4"                "TNFRSF8"               
## [15455] "TNFRSF9"                "TNFSF10"               
## [15457] "TNFSF11"                "TNFSF12"               
## [15459] "TNFSF12-TNFSF13"        "TNFSF13"               
## [15461] "TNFSF13B"               "TNFSF14"               
## [15463] "TNFSF15"                "TNFSF18"               
## [15465] "TNFSF4"                 "TNFSF8"                
## [15467] "TNFSF9"                 "TNIK"                  
## [15469] "TNIP1"                  "TNIP2"                 
## [15471] "TNIP3"                  "TNK1"                  
## [15473] "TNK2"                   "TNKS"                  
## [15475] "TNKS1BP1"               "TNKS2"                 
## [15477] "TNN"                    "TNNC1"                 
## [15479] "TNNC2"                  "TNNI1"                 
## [15481] "TNNI2"                  "TNNI3"                 
## [15483] "TNNT1"                  "TNNT2"                 
## [15485] "TNNT3"                  "TNPO1"                 
## [15487] "TNPO2"                  "TNPO3"                 
## [15489] "TNR"                    "TNRC18"                
## [15491] "TNRC18P1"               "TNRC6A"                
## [15493] "TNRC6B"                 "TNRC6C"                
## [15495] "TNS1"                   "TNS3"                  
## [15497] "TNS4"                   "TNXA"                  
## [15499] "TNXB"                   "TOB1"                  
## [15501] "TOB1-AS1"               "TOB2"                  
## [15503] "TOB2P1"                 "TOE1"                  
## [15505] "TOLLIP"                 "TOM1"                  
## [15507] "TOM1L1"                 "TOM1L2"                
## [15509] "TOMM20"                 "TOMM20L"               
## [15511] "TOMM22"                 "TOMM34"                
## [15513] "TOMM40"                 "TOMM40L"               
## [15515] "TOMM5"                  "TOMM6"                 
## [15517] "TOMM7"                  "TONSL"                 
## [15519] "TOP1"                   "TOP1MT"                
## [15521] "TOP2A"                  "TOP2B"                 
## [15523] "TOP3A"                  "TOP3B"                 
## [15525] "TOPBP1"                 "TOPORS"                
## [15527] "TOR1A"                  "TOR1AIP1"              
## [15529] "TOR1AIP2"               "TOR1B"                 
## [15531] "TOR2A"                  "TOR3A"                 
## [15533] "TOR4A"                  "TOX"                   
## [15535] "TOX2"                   "TOX3"                  
## [15537] "TOX4"                   "TP53"                  
## [15539] "TP53AIP1"               "TP53BP1"               
## [15541] "TP53BP2"                "TP53I11"               
## [15543] "TP53I13"                "TP53I3"                
## [15545] "TP53INP1"               "TP53INP2"              
## [15547] "TP53RK"                 "TP53TG1"               
## [15549] "TP53TG3D"               "TP53TG5"               
## [15551] "TP63"                   "TP73"                  
## [15553] "TP73-AS1"               "TPBG"                  
## [15555] "TPBGL"                  "TPCN1"                 
## [15557] "TPCN2"                  "TPD52"                 
## [15559] "TPD52L1"                "TPD52L2"               
## [15561] "TPGS1"                  "TPGS2"                 
## [15563] "TPH1"                   "TPH2"                  
## [15565] "TPI1"                   "TPI1P2"                
## [15567] "TPI1P3"                 "TPK1"                  
## [15569] "TPM1"                   "TPM2"                  
## [15571] "TPM3"                   "TPM3P9"                
## [15573] "TPM4"                   "TPMT"                  
## [15575] "TPO"                    "TPP1"                  
## [15577] "TPP2"                   "TPPP"                  
## [15579] "TPPP3"                  "TPR"                   
## [15581] "TPRA1"                  "TPRG1"                 
## [15583] "TPRG1L"                 "TPRKB"                 
## [15585] "TPRN"                   "TPRXL"                 
## [15587] "TPSAB1"                 "TPSB2"                 
## [15589] "TPSD1"                  "TPSG1"                 
## [15591] "TPST1"                  "TPST2"                 
## [15593] "TPT1"                   "TPT1-AS1"              
## [15595] "TPTE2"                  "TPTE2P1"               
## [15597] "TPTE2P5"                "TPTE2P6"               
## [15599] "TPTEP1"                 "TPX2"                  
## [15601] "TRA2A"                  "TRA2B"                 
## [15603] "TRABD"                  "TRABD2A"               
## [15605] "TRABD2B"                "TRADD"                 
## [15607] "TRAF1"                  "TRAF2"                 
## [15609] "TRAF3"                  "TRAF3IP1"              
## [15611] "TRAF3IP2"               "TRAF3IP2-AS1"          
## [15613] "TRAF3IP3"               "TRAF4"                 
## [15615] "TRAF5"                  "TRAF6"                 
## [15617] "TRAF7"                  "TRAFD1"                
## [15619] "TRAIP"                  "TRAK1"                 
## [15621] "TRAK2"                  "TRAM1"                 
## [15623] "TRAM1L1"                "TRAM2"                 
## [15625] "TRANK1"                 "TRAP1"                 
## [15627] "TRAPPC1"                "TRAPPC10"              
## [15629] "TRAPPC11"               "TRAPPC12"              
## [15631] "TRAPPC13"               "TRAPPC2"               
## [15633] "TRAPPC2L"               "TRAPPC3"               
## [15635] "TRAPPC4"                "TRAPPC5"               
## [15637] "TRAPPC6A"               "TRAPPC6B"              
## [15639] "TRAPPC8"                "TRAPPC9"               
## [15641] "TRAT1"                  "TRDMT1"                
## [15643] "TREH"                   "TREM1"                 
## [15645] "TREM2"                  "TREML1"                
## [15647] "TREML2"                 "TREML3P"               
## [15649] "TREML4"                 "TREML5P"               
## [15651] "TRERF1"                 "TREX1"                 
## [15653] "TREX2"                  "TRHDE"                 
## [15655] "TRHDE-AS1"              "TRIAP1"                
## [15657] "TRIB1"                  "TRIB2"                 
## [15659] "TRIB3"                  "TRIL"                  
## [15661] "TRIM10"                 "TRIM11"                
## [15663] "TRIM13"                 "TRIM14"                
## [15665] "TRIM15"                 "TRIM16"                
## [15667] "TRIM16L"                "TRIM17"                
## [15669] "TRIM2"                  "TRIM21"                
## [15671] "TRIM22"                 "TRIM23"                
## [15673] "TRIM24"                 "TRIM25"                
## [15675] "TRIM26"                 "TRIM27"                
## [15677] "TRIM28"                 "TRIM29"                
## [15679] "TRIM3"                  "TRIM31"                
## [15681] "TRIM32"                 "TRIM33"                
## [15683] "TRIM34"                 "TRIM35"                
## [15685] "TRIM36"                 "TRIM37"                
## [15687] "TRIM38"                 "TRIM39"                
## [15689] "TRIM4"                  "TRIM40"                
## [15691] "TRIM41"                 "TRIM44"                
## [15693] "TRIM45"                 "TRIM46"                
## [15695] "TRIM47"                 "TRIM5"                 
## [15697] "TRIM50"                 "TRIM52"                
## [15699] "TRIM54"                 "TRIM55"                
## [15701] "TRIM56"                 "TRIM58"                
## [15703] "TRIM59"                 "TRIM6"                 
## [15705] "TRIM61"                 "TRIM62"                
## [15707] "TRIM65"                 "TRIM66"                
## [15709] "TRIM67"                 "TRIM68"                
## [15711] "TRIM69"                 "TRIM7"                 
## [15713] "TRIM71"                 "TRIM72"                
## [15715] "TRIM73"                 "TRIM74"                
## [15717] "TRIM8"                  "TRIM9"                 
## [15719] "TRIML2"                 "TRIO"                  
## [15721] "TRIOBP"                 "TRIP10"                
## [15723] "TRIP11"                 "TRIP12"                
## [15725] "TRIP13"                 "TRIP4"                 
## [15727] "TRIP6"                  "TRIQK"                 
## [15729] "TRIT1"                  "TRMT1"                 
## [15731] "TRMT10A"                "TRMT10B"               
## [15733] "TRMT10C"                "TRMT11"                
## [15735] "TRMT112"                "TRMT12"                
## [15737] "TRMT13"                 "TRMT1L"                
## [15739] "TRMT2A"                 "TRMT2B"                
## [15741] "TRMT44"                 "TRMT5"                 
## [15743] "TRMT6"                  "TRMT61A"               
## [15745] "TRMT61B"                "TRMU"                  
## [15747] "TRNAU1AP"               "TRNP1"                 
## [15749] "TRNT1"                  "TRO"                   
## [15751] "TROAP"                  "TRPA1"                 
## [15753] "TRPC1"                  "TRPC2"                 
## [15755] "TRPC3"                  "TRPC4"                 
## [15757] "TRPC4AP"                "TRPC5"                 
## [15759] "TRPC5OS"                "TRPC6"                 
## [15761] "TRPM1"                  "TRPM2"                 
## [15763] "TRPM3"                  "TRPM4"                 
## [15765] "TRPM5"                  "TRPM6"                 
## [15767] "TRPM7"                  "TRPM8"                 
## [15769] "TRPS1"                  "TRPT1"                 
## [15771] "TRPV1"                  "TRPV2"                 
## [15773] "TRPV3"                  "TRPV4"                 
## [15775] "TRPV5"                  "TRPV6"                 
## [15777] "TRRAP"                  "TRUB1"                 
## [15779] "TRUB2"                  "TSACC"                 
## [15781] "TSC1"                   "TSC2"                  
## [15783] "TSC22D1"                "TSC22D1-AS1"           
## [15785] "TSC22D2"                "TSC22D3"               
## [15787] "TSC22D4"                "TSEN15"                
## [15789] "TSEN2"                  "TSEN34"                
## [15791] "TSEN54"                 "TSFM"                  
## [15793] "TSG101"                 "TSGA10"                
## [15795] "TSGA10IP"               "TSHB"                  
## [15797] "TSHR"                   "TSHZ1"                 
## [15799] "TSHZ2"                  "TSHZ3"                 
## [15801] "TSIX"                   "TSKS"                  
## [15803] "TSKU"                   "TSLP"                  
## [15805] "TSN"                    "TSNARE1"               
## [15807] "TSNAX"                  "TSNAX-DISC1"           
## [15809] "TSNAXIP1"               "TSPAN1"                
## [15811] "TSPAN10"                "TSPAN11"               
## [15813] "TSPAN12"                "TSPAN13"               
## [15815] "TSPAN14"                "TSPAN15"               
## [15817] "TSPAN16"                "TSPAN17"               
## [15819] "TSPAN18"                "TSPAN19"               
## [15821] "TSPAN2"                 "TSPAN3"                
## [15823] "TSPAN31"                "TSPAN32"               
## [15825] "TSPAN33"                "TSPAN4"                
## [15827] "TSPAN5"                 "TSPAN6"                
## [15829] "TSPAN7"                 "TSPAN8"                
## [15831] "TSPAN9"                 "TSPEAR"                
## [15833] "TSPO"                   "TSPO2"                 
## [15835] "TSPY26P"                "TSPYL1"                
## [15837] "TSPYL2"                 "TSPYL4"                
## [15839] "TSPYL5"                 "TSPYL6"                
## [15841] "TSR1"                   "TSR2"                  
## [15843] "TSR3"                   "TSSC4"                 
## [15845] "TSSK3"                  "TSSK4"                 
## [15847] "TSSK6"                  "TST"                   
## [15849] "TSTA3"                  "TSTD1"                 
## [15851] "TSTD2"                  "TSTD3"                 
## [15853] "TTBK1"                  "TTBK2"                 
## [15855] "TTC1"                   "TTC12"                 
## [15857] "TTC13"                  "TTC14"                 
## [15859] "TTC16"                  "TTC17"                 
## [15861] "TTC19"                  "TTC21A"                
## [15863] "TTC21B"                 "TTC22"                 
## [15865] "TTC23"                  "TTC23L"                
## [15867] "TTC24"                  "TTC25"                 
## [15869] "TTC26"                  "TTC27"                 
## [15871] "TTC28"                  "TTC28-AS1"             
## [15873] "TTC29"                  "TTC3"                  
## [15875] "TTC30A"                 "TTC30B"                
## [15877] "TTC31"                  "TTC32"                 
## [15879] "TTC33"                  "TTC34"                 
## [15881] "TTC36"                  "TTC37"                 
## [15883] "TTC38"                  "TTC39A"                
## [15885] "TTC39B"                 "TTC39C"                
## [15887] "TTC3P1"                 "TTC4"                  
## [15889] "TTC5"                   "TTC7A"                 
## [15891] "TTC7B"                  "TTC8"                  
## [15893] "TTC9"                   "TTC9B"                 
## [15895] "TTC9C"                  "TTF1"                  
## [15897] "TTF2"                   "TTI1"                  
## [15899] "TTI2"                   "TTK"                   
## [15901] "TTL"                    "TTLL1"                 
## [15903] "TTLL10"                 "TTLL11"                
## [15905] "TTLL12"                 "TTLL2"                 
## [15907] "TTLL3"                  "TTLL4"                 
## [15909] "TTLL5"                  "TTLL6"                 
## [15911] "TTLL7"                  "TTLL9"                 
## [15913] "TTN"                    "TTN-AS1"               
## [15915] "TTPA"                   "TTPAL"                 
## [15917] "TTR"                    "TTTY10"                
## [15919] "TTTY14"                 "TTYH1"                 
## [15921] "TTYH2"                  "TTYH3"                 
## [15923] "TUB"                    "TUBA1A"                
## [15925] "TUBA1B"                 "TUBA1C"                
## [15927] "TUBA3D"                 "TUBA3E"                
## [15929] "TUBA3FP"                "TUBA4A"                
## [15931] "TUBA4B"                 "TUBA8"                 
## [15933] "TUBAL3"                 "TUBB"                  
## [15935] "TUBB1"                  "TUBB2A"                
## [15937] "TUBB2B"                 "TUBB3"                 
## [15939] "TUBB4A"                 "TUBB4B"                
## [15941] "TUBB6"                  "TUBB8"                 
## [15943] "TUBBP5"                 "TUBD1"                 
## [15945] "TUBE1"                  "TUBG1"                 
## [15947] "TUBG2"                  "TUBGCP2"               
## [15949] "TUBGCP3"                "TUBGCP4"               
## [15951] "TUBGCP5"                "TUBGCP6"               
## [15953] "TUFM"                   "TUFT1"                 
## [15955] "TUG1"                   "TULP2"                 
## [15957] "TULP3"                  "TULP4"                 
## [15959] "TUSC1"                  "TUSC2"                 
## [15961] "TUSC3"                  "TUT1"                  
## [15963] "TVP23A"                 "TVP23B"                
## [15965] "TVP23C"                 "TVP23C-CDRT4"          
## [15967] "TWF1"                   "TWF2"                  
## [15969] "TWIST1"                 "TWIST2"                
## [15971] "TWSG1"                  "TXK"                   
## [15973] "TXLNA"                  "TXLNB"                 
## [15975] "TXLNG"                  "TXN"                   
## [15977] "TXN2"                   "TXNDC11"               
## [15979] "TXNDC12"                "TXNDC15"               
## [15981] "TXNDC16"                "TXNDC17"               
## [15983] "TXNDC2"                 "TXNDC5"                
## [15985] "TXNDC9"                 "TXNIP"                 
## [15987] "TXNL1"                  "TXNL4A"                
## [15989] "TXNL4B"                 "TXNRD1"                
## [15991] "TXNRD2"                 "TXNRD3"                
## [15993] "TYK2"                   "TYMP"                  
## [15995] "TYMS"                   "TYRO3"                 
## [15997] "TYRO3P"                 "TYROBP"                
## [15999] "TYRP1"                  "TYSND1"                
## [16001] "TYW1"                   "TYW1B"                 
## [16003] "TYW3"                   "TYW5"                  
## [16005] "U2AF1"                  "U2AF1L4"               
## [16007] "U2AF2"                  "U2SURP"                
## [16009] "UACA"                   "UAP1"                  
## [16011] "UAP1L1"                 "UBA1"                  
## [16013] "UBA2"                   "UBA3"                  
## [16015] "UBA5"                   "UBA52"                 
## [16017] "UBA6"                   "UBA7"                  
## [16019] "UBAC1"                  "UBAC2"                 
## [16021] "UBAC2-AS1"              "UBALD1"                
## [16023] "UBALD2"                 "UBAP1"                 
## [16025] "UBAP1L"                 "UBAP2"                 
## [16027] "UBAP2L"                 "UBASH3A"               
## [16029] "UBASH3B"                "UBB"                   
## [16031] "UBC"                    "UBD"                   
## [16033] "UBE2A"                  "UBE2B"                 
## [16035] "UBE2C"                  "UBE2D1"                
## [16037] "UBE2D2"                 "UBE2D3"                
## [16039] "UBE2D4"                 "UBE2E1"                
## [16041] "UBE2E2"                 "UBE2E3"                
## [16043] "UBE2F"                  "UBE2F-SCLY"            
## [16045] "UBE2G1"                 "UBE2G2"                
## [16047] "UBE2H"                  "UBE2I"                 
## [16049] "UBE2J1"                 "UBE2J2"                
## [16051] "UBE2K"                  "UBE2L3"                
## [16053] "UBE2L6"                 "UBE2M"                 
## [16055] "UBE2MP1"                "UBE2N"                 
## [16057] "UBE2NL"                 "UBE2O"                 
## [16059] "UBE2Q1"                 "UBE2Q2"                
## [16061] "UBE2Q2P1"               "UBE2Q2P2"              
## [16063] "UBE2QL1"                "UBE2R2"                
## [16065] "UBE2S"                  "UBE2T"                 
## [16067] "UBE2V1"                 "UBE2V2"                
## [16069] "UBE2W"                  "UBE2Z"                 
## [16071] "UBE3A"                  "UBE3B"                 
## [16073] "UBE3C"                  "UBE3D"                 
## [16075] "UBE4A"                  "UBE4B"                 
## [16077] "UBFD1"                  "UBIAD1"                
## [16079] "UBL3"                   "UBL4A"                 
## [16081] "UBL4B"                  "UBL5"                  
## [16083] "UBL7"                   "UBLCP1"                
## [16085] "UBN1"                   "UBN2"                  
## [16087] "UBOX5"                  "UBOX5-AS1"             
## [16089] "UBP1"                   "UBQLN1"                
## [16091] "UBQLN2"                 "UBQLN4"                
## [16093] "UBQLNL"                 "UBR1"                  
## [16095] "UBR2"                   "UBR3"                  
## [16097] "UBR4"                   "UBR5"                  
## [16099] "UBR7"                   "UBTD1"                 
## [16101] "UBTD2"                  "UBTF"                  
## [16103] "UBXN1"                  "UBXN10"                
## [16105] "UBXN11"                 "UBXN2A"                
## [16107] "UBXN2B"                 "UBXN4"                 
## [16109] "UBXN6"                  "UBXN7"                 
## [16111] "UBXN8"                  "UCA1"                  
## [16113] "UCHL1"                  "UCHL3"                 
## [16115] "UCHL5"                  "UCK1"                  
## [16117] "UCK2"                   "UCKL1"                 
## [16119] "UCKL1-AS1"              "UCN"                   
## [16121] "UCN2"                   "UCN3"                  
## [16123] "UCP1"                   "UCP2"                  
## [16125] "UCP3"                   "UEVLD"                 
## [16127] "UFC1"                   "UFL1"                  
## [16129] "UFM1"                   "UFSP1"                 
## [16131] "UFSP2"                  "UGCG"                  
## [16133] "UGDH"                   "UGDH-AS1"              
## [16135] "UGGT1"                  "UGGT2"                 
## [16137] "UGP2"                   "UGT1A1"                
## [16139] "UGT1A10"                "UGT1A3"                
## [16141] "UGT1A6"                 "UGT1A7"                
## [16143] "UGT1A8"                 "UGT1A9"                
## [16145] "UGT2A1"                 "UGT2A3"                
## [16147] "UGT2B10"                "UGT2B11"               
## [16149] "UGT2B15"                "UGT2B17"               
## [16151] "UGT2B28"                "UGT2B4"                
## [16153] "UGT2B7"                 "UGT3A1"                
## [16155] "UGT3A2"                 "UGT8"                  
## [16157] "UHMK1"                  "UHRF1"                 
## [16159] "UHRF1BP1"               "UHRF1BP1L"             
## [16161] "UHRF2"                  "UIMC1"                 
## [16163] "ULBP1"                  "ULBP2"                 
## [16165] "ULBP3"                  "ULK1"                  
## [16167] "ULK2"                   "ULK4"                  
## [16169] "ULK4P1"                 "ULK4P2"                
## [16171] "ULK4P3"                 "UMODL1"                
## [16173] "UMPS"                   "UNC119"                
## [16175] "UNC119B"                "UNC13A"                
## [16177] "UNC13B"                 "UNC13C"                
## [16179] "UNC13D"                 "UNC45A"                
## [16181] "UNC45B"                 "UNC50"                 
## [16183] "UNC5A"                  "UNC5B"                 
## [16185] "UNC5B-AS1"              "UNC5C"                 
## [16187] "UNC5CL"                 "UNC5D"                 
## [16189] "UNC79"                  "UNC80"                 
## [16191] "UNC93B1"                "UNG"                   
## [16193] "UNK"                    "UNKL"                  
## [16195] "UOX"                    "UPB1"                  
## [16197] "UPF1"                   "UPF2"                  
## [16199] "UPF3A"                  "UPF3B"                 
## [16201] "UPK1A"                  "UPK1A-AS1"             
## [16203] "UPK1B"                  "UPK2"                  
## [16205] "UPK3A"                  "UPK3B"                 
## [16207] "UPP1"                   "UPP2"                  
## [16209] "UPRT"                   "UQCR10"                
## [16211] "UQCR11"                 "UQCRB"                 
## [16213] "UQCRBP1"                "UQCRC1"                
## [16215] "UQCRC2"                 "UQCRFS1"               
## [16217] "UQCRH"                  "UQCRHL"                
## [16219] "UQCRQ"                  "URB1"                  
## [16221] "URB2"                   "URGCP"                 
## [16223] "URI1"                   "URM1"                  
## [16225] "UROC1"                  "UROD"                  
## [16227] "UROS"                   "USB1"                  
## [16229] "USE1"                   "USF1"                  
## [16231] "USF2"                   "USH1C"                 
## [16233] "USH1G"                  "USH2A"                 
## [16235] "USHBP1"                 "USO1"                  
## [16237] "USP1"                   "USP10"                 
## [16239] "USP11"                  "USP12"                 
## [16241] "USP13"                  "USP14"                 
## [16243] "USP15"                  "USP16"                 
## [16245] "USP18"                  "USP19"                 
## [16247] "USP2"                   "USP20"                 
## [16249] "USP21"                  "USP22"                 
## [16251] "USP24"                  "USP25"                 
## [16253] "USP27X"                 "USP28"                 
## [16255] "USP3"                   "USP30"                 
## [16257] "USP30-AS1"              "USP31"                 
## [16259] "USP32"                  "USP32P1"               
## [16261] "USP32P2"                "USP33"                 
## [16263] "USP34"                  "USP35"                 
## [16265] "USP37"                  "USP38"                 
## [16267] "USP39"                  "USP4"                  
## [16269] "USP40"                  "USP42"                 
## [16271] "USP43"                  "USP44"                 
## [16273] "USP45"                  "USP46"                 
## [16275] "USP47"                  "USP48"                 
## [16277] "USP49"                  "USP5"                  
## [16279] "USP50"                  "USP51"                 
## [16281] "USP53"                  "USP54"                 
## [16283] "USP6"                   "USP6NL"                
## [16285] "USP7"                   "USP8"                  
## [16287] "USP9X"                  "USP9Y"                 
## [16289] "USPL1"                  "UST"                   
## [16291] "UTF1"                   "UTP14A"                
## [16293] "UTP14C"                 "UTP15"                 
## [16295] "UTP18"                  "UTP20"                 
## [16297] "UTP23"                  "UTP3"                  
## [16299] "UTP6"                   "UTRN"                  
## [16301] "UTS2"                   "UTS2R"                 
## [16303] "UTY"                    "UVRAG"                 
## [16305] "UVSSA"                  "UXS1"                  
## [16307] "UXT"                    "VAC14"                 
## [16309] "VAMP1"                  "VAMP2"                 
## [16311] "VAMP3"                  "VAMP4"                 
## [16313] "VAMP5"                  "VAMP7"                 
## [16315] "VAMP8"                  "VANGL1"                
## [16317] "VANGL2"                 "VAPA"                  
## [16319] "VAPB"                   "VARS2"                 
## [16321] "VASH1"                  "VASH2"                 
## [16323] "VASN"                   "VASP"                  
## [16325] "VAT1"                   "VAT1L"                 
## [16327] "VAV1"                   "VAV2"                  
## [16329] "VAV3"                   "VAV3-AS1"              
## [16331] "VAX1"                   "VAX2"                  
## [16333] "VBP1"                   "VCAM1"                 
## [16335] "VCAN"                   "VCL"                   
## [16337] "VCP"                    "VCPIP1"                
## [16339] "VDAC1"                  "VDAC2"                 
## [16341] "VDAC3"                  "VDR"                   
## [16343] "VEGFA"                  "VEGFB"                 
## [16345] "VEGFC"                  "VENTX"                 
## [16347] "VEPH1"                  "VEZF1"                 
## [16349] "VEZT"                   "VGF"                   
## [16351] "VGLL1"                  "VGLL3"                 
## [16353] "VGLL4"                  "VHL"                   
## [16355] "VHLL"                   "VIL1"                  
## [16357] "VILL"                   "VIM"                   
## [16359] "VIP"                    "VIPAS39"               
## [16361] "VIPR1"                  "VIPR2"                 
## [16363] "VIT"                    "VKORC1"                
## [16365] "VKORC1L1"               "VLDLR"                 
## [16367] "VMA21"                  "VMAC"                  
## [16369] "VMO1"                   "VMP1"                  
## [16371] "VN1R1"                  "VNN1"                  
## [16373] "VNN2"                   "VNN3"                  
## [16375] "VOPP1"                  "VPREB3"                
## [16377] "VPS11"                  "VPS13A"                
## [16379] "VPS13A-AS1"             "VPS13B"                
## [16381] "VPS13C"                 "VPS13D"                
## [16383] "VPS16"                  "VPS18"                 
## [16385] "VPS25"                  "VPS26A"                
## [16387] "VPS26B"                 "VPS28"                 
## [16389] "VPS29"                  "VPS33A"                
## [16391] "VPS33B"                 "VPS35"                 
## [16393] "VPS36"                  "VPS37A"                
## [16395] "VPS37B"                 "VPS37C"                
## [16397] "VPS37D"                 "VPS39"                 
## [16399] "VPS41"                  "VPS45"                 
## [16401] "VPS4A"                  "VPS4B"                 
## [16403] "VPS51"                  "VPS52"                 
## [16405] "VPS53"                  "VPS54"                 
## [16407] "VPS72"                  "VPS8"                  
## [16409] "VPS9D1"                 "VRK1"                  
## [16411] "VRK2"                   "VRK3"                  
## [16413] "VSIG1"                  "VSIG10"                
## [16415] "VSIG10L"                "VSIG2"                 
## [16417] "VSIG4"                  "VSIG8"                 
## [16419] "VSNL1"                  "VSTM1"                 
## [16421] "VSTM2B"                 "VSTM2L"                
## [16423] "VSTM4"                  "VSTM5"                 
## [16425] "VSX1"                   "VSX2"                  
## [16427] "VTA1"                   "VTCN1"                 
## [16429] "VTI1A"                  "VTI1B"                 
## [16431] "VTN"                    "VTRNA1-1"              
## [16433] "VTRNA1-2"               "VTRNA1-3"              
## [16435] "VTRNA2-1"               "VWA1"                  
## [16437] "VWA2"                   "VWA3A"                 
## [16439] "VWA3B"                  "VWA5A"                 
## [16441] "VWA5B2"                 "VWA7"                  
## [16443] "VWA8"                   "VWA8-AS1"              
## [16445] "VWC2L"                  "VWCE"                  
## [16447] "VWDE"                   "VWF"                   
## [16449] "WAC"                    "WAC-AS1"               
## [16451] "WARS2"                  "WAS"                   
## [16453] "WASF1"                  "WASF2"                 
## [16455] "WASF3"                  "WASH2P"                
## [16457] "WASH3P"                 "WASH5P"                
## [16459] "WASH7P"                 "WASL"                  
## [16461] "WBP1"                   "WBP11"                 
## [16463] "WBP11P1"                "WBP1L"                 
## [16465] "WBP2"                   "WBP2NL"                
## [16467] "WBP4"                   "WDFY1"                 
## [16469] "WDFY2"                  "WDFY3"                 
## [16471] "WDFY3-AS2"              "WDFY4"                 
## [16473] "WDHD1"                  "WDPCP"                 
## [16475] "WDR1"                   "WDR11"                 
## [16477] "WDR11-AS1"              "WDR12"                 
## [16479] "WDR13"                  "WDR17"                 
## [16481] "WDR18"                  "WDR19"                 
## [16483] "WDR20"                  "WDR24"                 
## [16485] "WDR25"                  "WDR26"                 
## [16487] "WDR27"                  "WDR3"                  
## [16489] "WDR31"                  "WDR33"                 
## [16491] "WDR34"                  "WDR35"                 
## [16493] "WDR36"                  "WDR37"                 
## [16495] "WDR38"                  "WDR4"                  
## [16497] "WDR41"                  "WDR43"                 
## [16499] "WDR44"                  "WDR45"                 
## [16501] "WDR45B"                 "WDR46"                 
## [16503] "WDR47"                  "WDR48"                 
## [16505] "WDR49"                  "WDR5"                  
## [16507] "WDR53"                  "WDR54"                 
## [16509] "WDR55"                  "WDR59"                 
## [16511] "WDR5B"                  "WDR6"                  
## [16513] "WDR60"                  "WDR61"                 
## [16515] "WDR62"                  "WDR63"                 
## [16517] "WDR64"                  "WDR7"                  
## [16519] "WDR70"                  "WDR72"                 
## [16521] "WDR73"                  "WDR74"                 
## [16523] "WDR75"                  "WDR76"                 
## [16525] "WDR77"                  "WDR78"                 
## [16527] "WDR81"                  "WDR82"                 
## [16529] "WDR83"                  "WDR83OS"               
## [16531] "WDR86"                  "WDR86-AS1"             
## [16533] "WDR87"                  "WDR88"                 
## [16535] "WDR89"                  "WDR90"                 
## [16537] "WDR91"                  "WDR92"                 
## [16539] "WDR93"                  "WDSUB1"                
## [16541] "WDTC1"                  "WEE1"                  
## [16543] "WEE2"                   "WFDC1"                 
## [16545] "WFDC10B"                "WFDC12"                
## [16547] "WFDC13"                 "WFDC2"                 
## [16549] "WFDC3"                  "WFDC5"                 
## [16551] "WFIKKN1"                "WFIKKN2"               
## [16553] "WFS1"                   "WHAMM"                 
## [16555] "WHAMMP2"                "WHAMMP3"               
## [16557] "WIPF1"                  "WIPF2"                 
## [16559] "WIPF3"                  "WIPI1"                 
## [16561] "WIPI2"                  "WIZ"                   
## [16563] "WLS"                    "WNK1"                  
## [16565] "WNK2"                   "WNK3"                  
## [16567] "WNK4"                   "WNT1"                  
## [16569] "WNT10A"                 "WNT10B"                
## [16571] "WNT11"                  "WNT16"                 
## [16573] "WNT2B"                  "WNT3"                  
## [16575] "WNT3A"                  "WNT4"                  
## [16577] "WNT5A"                  "WNT5B"                 
## [16579] "WNT6"                   "WNT7A"                 
## [16581] "WNT7B"                  "WNT8B"                 
## [16583] "WNT9A"                  "WRAP53"                
## [16585] "WRAP73"                 "WRN"                   
## [16587] "WRNIP1"                 "WSB1"                  
## [16589] "WSB2"                   "WSCD1"                 
## [16591] "WSCD2"                  "WT1"                   
## [16593] "WT1-AS"                 "WTAP"                  
## [16595] "WTAPP1"                 "WTIP"                  
## [16597] "WWC1"                   "WWC2"                  
## [16599] "WWC2-AS2"               "WWC3"                  
## [16601] "WWOX"                   "WWP1"                  
## [16603] "WWP2"                   "WWTR1"                 
## [16605] "WWTR1-AS1"              "XAB2"                  
## [16607] "XAF1"                   "XAGE3"                 
## [16609] "XBP1"                   "XCL1"                  
## [16611] "XCL2"                   "XCR1"                  
## [16613] "XDH"                    "XG"                    
## [16615] "XIAP"                   "XIRP1"                 
## [16617] "XIRP2"                  "XIST"                  
## [16619] "XK"                     "XKR3"                  
## [16621] "XKR5"                   "XKR6"                  
## [16623] "XKR7"                   "XKR8"                  
## [16625] "XKR9"                   "XKRX"                  
## [16627] "XPA"                    "XPC"                   
## [16629] "XPNPEP1"                "XPNPEP2"               
## [16631] "XPNPEP3"                "XPO1"                  
## [16633] "XPO4"                   "XPO5"                  
## [16635] "XPO6"                   "XPO7"                  
## [16637] "XPOT"                   "XPR1"                  
## [16639] "XRCC1"                  "XRCC2"                 
## [16641] "XRCC3"                  "XRCC4"                 
## [16643] "XRCC5"                  "XRCC6"                 
## [16645] "XRN1"                   "XRN2"                  
## [16647] "XRRA1"                  "XXYLT1"                
## [16649] "XYLB"                   "XYLT1"                 
## [16651] "XYLT2"                  "YAF2"                  
## [16653] "YAP1"                   "YARS2"                 
## [16655] "YBEY"                   "YBX1"                  
## [16657] "YBX2"                   "YDJC"                  
## [16659] "YEATS2"                 "YEATS4"                
## [16661] "YES1"                   "YIF1A"                 
## [16663] "YIF1B"                  "YIPF1"                 
## [16665] "YIPF2"                  "YIPF3"                 
## [16667] "YIPF4"                  "YIPF5"                 
## [16669] "YIPF6"                  "YIPF7"                 
## [16671] "YJEFN3"                 "YKT6"                  
## [16673] "YLPM1"                  "YME1L1"                
## [16675] "YOD1"                   "YPEL1"                 
## [16677] "YPEL2"                  "YPEL3"                 
## [16679] "YPEL4"                  "YPEL5"                 
## [16681] "YRDC"                   "YTHDC1"                
## [16683] "YTHDC2"                 "YTHDF1"                
## [16685] "YTHDF2"                 "YTHDF3"                
## [16687] "YWHAB"                  "YWHAE"                 
## [16689] "YWHAG"                  "YWHAH"                 
## [16691] "YWHAQ"                  "YWHAZ"                 
## [16693] "YY1"                    "YY1AP1"                
## [16695] "YY2"                    "ZACN"                  
## [16697] "ZADH2"                  "ZAP70"                 
## [16699] "ZAR1"                   "ZAR1L"                 
## [16701] "ZBBX"                   "ZBED1"                 
## [16703] "ZBED2"                  "ZBED3"                 
## [16705] "ZBED3-AS1"              "ZBED4"                 
## [16707] "ZBED5"                  "ZBED6"                 
## [16709] "ZBP1"                   "ZBTB1"                 
## [16711] "ZBTB10"                 "ZBTB11"                
## [16713] "ZBTB12"                 "ZBTB14"                
## [16715] "ZBTB16"                 "ZBTB17"                
## [16717] "ZBTB18"                 "ZBTB2"                 
## [16719] "ZBTB20"                 "ZBTB20-AS1"            
## [16721] "ZBTB21"                 "ZBTB22"                
## [16723] "ZBTB24"                 "ZBTB25"                
## [16725] "ZBTB26"                 "ZBTB32"                
## [16727] "ZBTB33"                 "ZBTB34"                
## [16729] "ZBTB37"                 "ZBTB38"                
## [16731] "ZBTB39"                 "ZBTB4"                 
## [16733] "ZBTB40"                 "ZBTB41"                
## [16735] "ZBTB42"                 "ZBTB43"                
## [16737] "ZBTB44"                 "ZBTB45"                
## [16739] "ZBTB46"                 "ZBTB47"                
## [16741] "ZBTB48"                 "ZBTB49"                
## [16743] "ZBTB5"                  "ZBTB6"                 
## [16745] "ZBTB7A"                 "ZBTB7B"                
## [16747] "ZBTB7C"                 "ZBTB8A"                
## [16749] "ZBTB8B"                 "ZBTB8OS"               
## [16751] "ZBTB9"                  "ZC2HC1A"               
## [16753] "ZC2HC1C"                "ZC3H10"                
## [16755] "ZC3H11A"                "ZC3H12A"               
## [16757] "ZC3H12B"                "ZC3H12C"               
## [16759] "ZC3H12D"                "ZC3H13"                
## [16761] "ZC3H14"                 "ZC3H15"                
## [16763] "ZC3H18"                 "ZC3H3"                 
## [16765] "ZC3H4"                  "ZC3H6"                 
## [16767] "ZC3H7A"                 "ZC3H7B"                
## [16769] "ZC3H8"                  "ZC3HAV1"               
## [16771] "ZC3HAV1L"               "ZC3HC1"                
## [16773] "ZC4H2"                  "ZCCHC10"               
## [16775] "ZCCHC12"                "ZCCHC14"               
## [16777] "ZCCHC17"                "ZCCHC18"               
## [16779] "ZCCHC2"                 "ZCCHC24"               
## [16781] "ZCCHC3"                 "ZCCHC4"                
## [16783] "ZCCHC7"                 "ZCCHC8"                
## [16785] "ZCCHC9"                 "ZCRB1"                 
## [16787] "ZCWPW1"                 "ZCWPW2"                
## [16789] "ZDBF2"                  "ZDHHC1"                
## [16791] "ZDHHC11"                "ZDHHC12"               
## [16793] "ZDHHC13"                "ZDHHC14"               
## [16795] "ZDHHC15"                "ZDHHC16"               
## [16797] "ZDHHC17"                "ZDHHC18"               
## [16799] "ZDHHC19"                "ZDHHC2"                
## [16801] "ZDHHC20"                "ZDHHC21"               
## [16803] "ZDHHC22"                "ZDHHC23"               
## [16805] "ZDHHC24"                "ZDHHC3"                
## [16807] "ZDHHC4"                 "ZDHHC5"                
## [16809] "ZDHHC6"                 "ZDHHC7"                
## [16811] "ZDHHC8"                 "ZDHHC8P1"              
## [16813] "ZDHHC9"                 "ZEB1"                  
## [16815] "ZEB1-AS1"               "ZEB2"                  
## [16817] "ZEB2-AS1"               "ZER1"                  
## [16819] "ZFAND1"                 "ZFAND2A"               
## [16821] "ZFAND2B"                "ZFAND3"                
## [16823] "ZFAND4"                 "ZFAND5"                
## [16825] "ZFAND6"                 "ZFAS1"                 
## [16827] "ZFAT"                   "ZFC3H1"                
## [16829] "ZFHX2"                  "ZFHX3"                 
## [16831] "ZFHX4"                  "ZFP1"                  
## [16833] "ZFP14"                  "ZFP2"                  
## [16835] "ZFP28"                  "ZFP3"                  
## [16837] "ZFP30"                  "ZFP36"                 
## [16839] "ZFP36L1"                "ZFP36L2"               
## [16841] "ZFP37"                  "ZFP41"                 
## [16843] "ZFP57"                  "ZFP62"                 
## [16845] "ZFP64"                  "ZFP69"                 
## [16847] "ZFP69B"                 "ZFP82"                 
## [16849] "ZFP90"                  "ZFP91"                 
## [16851] "ZFP92"                  "ZFPL1"                 
## [16853] "ZFPM1"                  "ZFPM2"                 
## [16855] "ZFR"                    "ZFR2"                  
## [16857] "ZFX"                    "ZFX-AS1"               
## [16859] "ZFY"                    "ZFYVE1"                
## [16861] "ZFYVE16"                "ZFYVE19"               
## [16863] "ZFYVE21"                "ZFYVE26"               
## [16865] "ZFYVE27"                "ZFYVE28"               
## [16867] "ZFYVE9"                 "ZG16B"                 
## [16869] "ZGLP1"                  "ZGPAT"                 
## [16871] "ZHX1"                   "ZHX2"                  
## [16873] "ZHX3"                   "ZIC1"                  
## [16875] "ZIC2"                   "ZIC5"                  
## [16877] "ZIK1"                   "ZKSCAN1"               
## [16879] "ZKSCAN2"                "ZKSCAN3"               
## [16881] "ZKSCAN4"                "ZKSCAN5"               
## [16883] "ZKSCAN7"                "ZKSCAN8"               
## [16885] "ZMAT1"                  "ZMAT2"                 
## [16887] "ZMAT3"                  "ZMAT4"                 
## [16889] "ZMAT5"                  "ZMIZ1"                 
## [16891] "ZMIZ1-AS1"              "ZMIZ2"                 
## [16893] "ZMPSTE24"               "ZMYM1"                 
## [16895] "ZMYM2"                  "ZMYM3"                 
## [16897] "ZMYM4"                  "ZMYM5"                 
## [16899] "ZMYM6"                  "ZMYND10"               
## [16901] "ZMYND11"                "ZMYND12"               
## [16903] "ZMYND15"                "ZMYND19"               
## [16905] "ZMYND8"                 "ZNF10"                 
## [16907] "ZNF100"                 "ZNF101"                
## [16909] "ZNF107"                 "ZNF114"                
## [16911] "ZNF117"                 "ZNF12"                 
## [16913] "ZNF121"                 "ZNF124"                
## [16915] "ZNF131"                 "ZNF132"                
## [16917] "ZNF133"                 "ZNF134"                
## [16919] "ZNF135"                 "ZNF136"                
## [16921] "ZNF137P"                "ZNF138"                
## [16923] "ZNF14"                  "ZNF140"                
## [16925] "ZNF141"                 "ZNF142"                
## [16927] "ZNF143"                 "ZNF146"                
## [16929] "ZNF148"                 "ZNF154"                
## [16931] "ZNF155"                 "ZNF157"                
## [16933] "ZNF16"                  "ZNF160"                
## [16935] "ZNF165"                 "ZNF169"                
## [16937] "ZNF17"                  "ZNF174"                
## [16939] "ZNF175"                 "ZNF18"                 
## [16941] "ZNF180"                 "ZNF181"                
## [16943] "ZNF182"                 "ZNF184"                
## [16945] "ZNF185"                 "ZNF189"                
## [16947] "ZNF19"                  "ZNF195"                
## [16949] "ZNF197"                 "ZNF2"                  
## [16951] "ZNF20"                  "ZNF200"                
## [16953] "ZNF202"                 "ZNF204P"               
## [16955] "ZNF205"                 "ZNF207"                
## [16957] "ZNF208"                 "ZNF211"                
## [16959] "ZNF212"                 "ZNF213"                
## [16961] "ZNF214"                 "ZNF215"                
## [16963] "ZNF217"                 "ZNF219"                
## [16965] "ZNF22"                  "ZNF221"                
## [16967] "ZNF222"                 "ZNF223"                
## [16969] "ZNF224"                 "ZNF226"                
## [16971] "ZNF227"                 "ZNF229"                
## [16973] "ZNF23"                  "ZNF230"                
## [16975] "ZNF232"                 "ZNF233"                
## [16977] "ZNF234"                 "ZNF235"                
## [16979] "ZNF236"                 "ZNF239"                
## [16981] "ZNF24"                  "ZNF248"                
## [16983] "ZNF25"                  "ZNF250"                
## [16985] "ZNF251"                 "ZNF252P"               
## [16987] "ZNF252P-AS1"            "ZNF253"                
## [16989] "ZNF257"                 "ZNF26"                 
## [16991] "ZNF260"                 "ZNF263"                
## [16993] "ZNF264"                 "ZNF266"                
## [16995] "ZNF267"                 "ZNF268"                
## [16997] "ZNF273"                 "ZNF274"                
## [16999] "ZNF275"                 "ZNF276"                
## [17001] "ZNF277"                 "ZNF28"                 
## [17003] "ZNF280A"                "ZNF280B"               
## [17005] "ZNF280C"                "ZNF280D"               
## [17007] "ZNF281"                 "ZNF282"                
## [17009] "ZNF283"                 "ZNF284"                
## [17011] "ZNF285"                 "ZNF286A"               
## [17013] "ZNF286B"                "ZNF287"                
## [17015] "ZNF292"                 "ZNF295-AS1"            
## [17017] "ZNF296"                 "ZNF3"                  
## [17019] "ZNF30"                  "ZNF300"                
## [17021] "ZNF300P1"               "ZNF302"                
## [17023] "ZNF311"                 "ZNF317"                
## [17025] "ZNF318"                 "ZNF319"                
## [17027] "ZNF32"                  "ZNF32-AS1"             
## [17029] "ZNF32-AS2"              "ZNF320"                
## [17031] "ZNF321P"                "ZNF322"                
## [17033] "ZNF324"                 "ZNF324B"               
## [17035] "ZNF326"                 "ZNF329"                
## [17037] "ZNF330"                 "ZNF331"                
## [17039] "ZNF333"                 "ZNF334"                
## [17041] "ZNF335"                 "ZNF337"                
## [17043] "ZNF33A"                 "ZNF33B"                
## [17045] "ZNF33BP1"               "ZNF34"                 
## [17047] "ZNF341"                 "ZNF343"                
## [17049] "ZNF345"                 "ZNF346"                
## [17051] "ZNF347"                 "ZNF35"                 
## [17053] "ZNF350"                 "ZNF354A"               
## [17055] "ZNF354B"                "ZNF354C"               
## [17057] "ZNF358"                 "ZNF362"                
## [17059] "ZNF365"                 "ZNF366"                
## [17061] "ZNF367"                 "ZNF37A"                
## [17063] "ZNF37BP"                "ZNF382"                
## [17065] "ZNF383"                 "ZNF384"                
## [17067] "ZNF385A"                "ZNF385B"               
## [17069] "ZNF385C"                "ZNF385D"               
## [17071] "ZNF391"                 "ZNF394"                
## [17073] "ZNF395"                 "ZNF396"                
## [17075] "ZNF397"                 "ZNF398"                
## [17077] "ZNF404"                 "ZNF407"                
## [17079] "ZNF408"                 "ZNF41"                 
## [17081] "ZNF410"                 "ZNF414"                
## [17083] "ZNF415"                 "ZNF416"                
## [17085] "ZNF417"                 "ZNF418"                
## [17087] "ZNF419"                 "ZNF420"                
## [17089] "ZNF423"                 "ZNF425"                
## [17091] "ZNF426"                 "ZNF428"                
## [17093] "ZNF429"                 "ZNF43"                 
## [17095] "ZNF430"                 "ZNF431"                
## [17097] "ZNF432"                 "ZNF433"                
## [17099] "ZNF436"                 "ZNF438"                
## [17101] "ZNF439"                 "ZNF44"                 
## [17103] "ZNF440"                 "ZNF441"                
## [17105] "ZNF442"                 "ZNF443"                
## [17107] "ZNF444"                 "ZNF445"                
## [17109] "ZNF446"                 "ZNF449"                
## [17111] "ZNF45"                  "ZNF451"                
## [17113] "ZNF454"                 "ZNF460"                
## [17115] "ZNF461"                 "ZNF462"                
## [17117] "ZNF467"                 "ZNF468"                
## [17119] "ZNF469"                 "ZNF470"                
## [17121] "ZNF471"                 "ZNF473"                
## [17123] "ZNF474"                 "ZNF48"                 
## [17125] "ZNF480"                 "ZNF483"                
## [17127] "ZNF484"                 "ZNF485"                
## [17129] "ZNF486"                 "ZNF488"                
## [17131] "ZNF490"                 "ZNF491"                
## [17133] "ZNF492"                 "ZNF493"                
## [17135] "ZNF496"                 "ZNF497"                
## [17137] "ZNF500"                 "ZNF501"                
## [17139] "ZNF502"                 "ZNF503"                
## [17141] "ZNF503-AS1"             "ZNF503-AS2"            
## [17143] "ZNF506"                 "ZNF507"                
## [17145] "ZNF510"                 "ZNF511"                
## [17147] "ZNF512"                 "ZNF512B"               
## [17149] "ZNF513"                 "ZNF514"                
## [17151] "ZNF516"                 "ZNF517"                
## [17153] "ZNF518A"                "ZNF518B"               
## [17155] "ZNF519"                 "ZNF521"                
## [17157] "ZNF524"                 "ZNF525"                
## [17159] "ZNF526"                 "ZNF527"                
## [17161] "ZNF528"                 "ZNF529"                
## [17163] "ZNF530"                 "ZNF532"                
## [17165] "ZNF534"                 "ZNF540"                
## [17167] "ZNF541"                 "ZNF543"                
## [17169] "ZNF544"                 "ZNF546"                
## [17171] "ZNF547"                 "ZNF548"                
## [17173] "ZNF549"                 "ZNF550"                
## [17175] "ZNF551"                 "ZNF552"                
## [17177] "ZNF554"                 "ZNF555"                
## [17179] "ZNF556"                 "ZNF557"                
## [17181] "ZNF558"                 "ZNF559"                
## [17183] "ZNF559-ZNF177"          "ZNF560"                
## [17185] "ZNF561"                 "ZNF562"                
## [17187] "ZNF563"                 "ZNF564"                
## [17189] "ZNF565"                 "ZNF566"                
## [17191] "ZNF567"                 "ZNF568"                
## [17193] "ZNF569"                 "ZNF57"                 
## [17195] "ZNF570"                 "ZNF571"                
## [17197] "ZNF572"                 "ZNF573"                
## [17199] "ZNF574"                 "ZNF575"                
## [17201] "ZNF576"                 "ZNF577"                
## [17203] "ZNF578"                 "ZNF579"                
## [17205] "ZNF580"                 "ZNF581"                
## [17207] "ZNF582"                 "ZNF582-AS1"            
## [17209] "ZNF583"                 "ZNF584"                
## [17211] "ZNF585A"                "ZNF585B"               
## [17213] "ZNF586"                 "ZNF587"                
## [17215] "ZNF587B"                "ZNF589"                
## [17217] "ZNF592"                 "ZNF593"                
## [17219] "ZNF594"                 "ZNF595"                
## [17221] "ZNF596"                 "ZNF597"                
## [17223] "ZNF598"                 "ZNF599"                
## [17225] "ZNF600"                 "ZNF605"                
## [17227] "ZNF606"                 "ZNF607"                
## [17229] "ZNF608"                 "ZNF609"                
## [17231] "ZNF610"                 "ZNF611"                
## [17233] "ZNF613"                 "ZNF614"                
## [17235] "ZNF615"                 "ZNF616"                
## [17237] "ZNF618"                 "ZNF619"                
## [17239] "ZNF620"                 "ZNF621"                
## [17241] "ZNF622"                 "ZNF623"                
## [17243] "ZNF624"                 "ZNF625"                
## [17245] "ZNF626"                 "ZNF627"                
## [17247] "ZNF628"                 "ZNF630"                
## [17249] "ZNF638"                 "ZNF639"                
## [17251] "ZNF641"                 "ZNF644"                
## [17253] "ZNF646"                 "ZNF648"                
## [17255] "ZNF649"                 "ZNF652"                
## [17257] "ZNF653"                 "ZNF654"                
## [17259] "ZNF655"                 "ZNF658"                
## [17261] "ZNF658B"                "ZNF660"                
## [17263] "ZNF662"                 "ZNF664"                
## [17265] "ZNF665"                 "ZNF667"                
## [17267] "ZNF668"                 "ZNF669"                
## [17269] "ZNF670"                 "ZNF670-ZNF695"         
## [17271] "ZNF671"                 "ZNF672"                
## [17273] "ZNF674"                 "ZNF674-AS1"            
## [17275] "ZNF675"                 "ZNF677"                
## [17277] "ZNF678"                 "ZNF680"                
## [17279] "ZNF681"                 "ZNF682"                
## [17281] "ZNF683"                 "ZNF684"                
## [17283] "ZNF687"                 "ZNF688"                
## [17285] "ZNF689"                 "ZNF69"                 
## [17287] "ZNF691"                 "ZNF692"                
## [17289] "ZNF695"                 "ZNF696"                
## [17291] "ZNF697"                 "ZNF699"                
## [17293] "ZNF7"                   "ZNF70"                 
## [17295] "ZNF700"                 "ZNF701"                
## [17297] "ZNF702P"                "ZNF703"                
## [17299] "ZNF704"                 "ZNF705A"               
## [17301] "ZNF706"                 "ZNF707"                
## [17303] "ZNF708"                 "ZNF709"                
## [17305] "ZNF71"                  "ZNF710"                
## [17307] "ZNF711"                 "ZNF713"                
## [17309] "ZNF714"                 "ZNF717"                
## [17311] "ZNF718"                 "ZNF720"                
## [17313] "ZNF721"                 "ZNF726"                
## [17315] "ZNF727"                 "ZNF732"                
## [17317] "ZNF736"                 "ZNF737"                
## [17319] "ZNF738"                 "ZNF74"                 
## [17321] "ZNF740"                 "ZNF746"                
## [17323] "ZNF747"                 "ZNF749"                
## [17325] "ZNF750"                 "ZNF75A"                
## [17327] "ZNF75D"                 "ZNF76"                 
## [17329] "ZNF761"                 "ZNF763"                
## [17331] "ZNF764"                 "ZNF765"                
## [17333] "ZNF766"                 "ZNF768"                
## [17335] "ZNF77"                  "ZNF770"                
## [17337] "ZNF771"                 "ZNF772"                
## [17339] "ZNF773"                 "ZNF774"                
## [17341] "ZNF775"                 "ZNF776"                
## [17343] "ZNF777"                 "ZNF778"                
## [17345] "ZNF780A"                "ZNF780B"               
## [17347] "ZNF781"                 "ZNF782"                
## [17349] "ZNF783"                 "ZNF784"                
## [17351] "ZNF785"                 "ZNF786"                
## [17353] "ZNF787"                 "ZNF789"                
## [17355] "ZNF79"                  "ZNF790"                
## [17357] "ZNF790-AS1"             "ZNF791"                
## [17359] "ZNF792"                 "ZNF793"                
## [17361] "ZNF799"                 "ZNF8"                  
## [17363] "ZNF80"                  "ZNF800"                
## [17365] "ZNF804A"                "ZNF805"                
## [17367] "ZNF808"                 "ZNF81"                 
## [17369] "ZNF813"                 "ZNF814"                
## [17371] "ZNF815P"                "ZNF816"                
## [17373] "ZNF821"                 "ZNF823"                
## [17375] "ZNF826P"                "ZNF827"                
## [17377] "ZNF829"                 "ZNF83"                 
## [17379] "ZNF830"                 "ZNF831"                
## [17381] "ZNF833P"                "ZNF835"                
## [17383] "ZNF836"                 "ZNF837"                
## [17385] "ZNF839"                 "ZNF84"                 
## [17387] "ZNF841"                 "ZNF843"                
## [17389] "ZNF844"                 "ZNF845"                
## [17391] "ZNF846"                 "ZNF847P"               
## [17393] "ZNF85"                  "ZNF850"                
## [17395] "ZNF853"                 "ZNF860"                
## [17397] "ZNF862"                 "ZNF865"                
## [17399] "ZNF876P"                "ZNF878"                
## [17401] "ZNF879"                 "ZNF880"                
## [17403] "ZNF883"                 "ZNF890P"               
## [17405] "ZNF90"                  "ZNF91"                 
## [17407] "ZNF92"                  "ZNF93"                 
## [17409] "ZNFX1"                  "ZNHIT1"                
## [17411] "ZNHIT2"                 "ZNHIT3"                
## [17413] "ZNHIT6"                 "ZNRF1"                 
## [17415] "ZNRF2"                  "ZNRF2P1"               
## [17417] "ZNRF2P2"                "ZNRF3"                 
## [17419] "ZNRF3-AS1"              "ZP1"                   
## [17421] "ZP3"                    "ZPBP2"                 
## [17423] "ZPLD1"                  "ZRANB1"                
## [17425] "ZRANB2"                 "ZRANB2-AS1"            
## [17427] "ZRANB2-AS2"             "ZRANB3"                
## [17429] "ZRSR2"                  "ZSCAN10"               
## [17431] "ZSCAN12"                "ZSCAN12P1"             
## [17433] "ZSCAN16"                "ZSCAN18"               
## [17435] "ZSCAN2"                 "ZSCAN20"               
## [17437] "ZSCAN21"                "ZSCAN22"               
## [17439] "ZSCAN23"                "ZSCAN25"               
## [17441] "ZSCAN26"                "ZSCAN29"               
## [17443] "ZSCAN30"                "ZSCAN31"               
## [17445] "ZSCAN32"                "ZSCAN5A"               
## [17447] "ZSCAN5B"                "ZSCAN9"                
## [17449] "ZSWIM1"                 "ZSWIM2"                
## [17451] "ZSWIM3"                 "ZSWIM4"                
## [17453] "ZSWIM5"                 "ZSWIM6"                
## [17455] "ZSWIM7"                 "ZSWIM8"                
## [17457] "ZSWIM8-AS1"             "ZW10"                  
## [17459] "ZWILCH"                 "ZWINT"                 
## [17461] "ZXDA"                   "ZXDB"                  
## [17463] "ZXDC"                   "ZYG11A"                
## [17465] "ZYG11B"                 "ZYX"                   
## [17467] "ZZEF1"
plot(hclust(dist(t(cells_4_BALF)),method="complete"))##samples are rather clustering by type than the COV2 infection status

#Series 15 is furthest from the others and that makes sense since these are from patients rather than cell lines. We should exclude Series 15 from the signature generation dataset.

##filter all zeroes
cells_4_BALF_filt<-(cells_4_BALF[apply(cells_4_BALF==0,1,mean)<0.1,])
#precombat PCA
pca<-prcomp(t(cells_4_BALF_filt))
plot(pca)

{plot(pca$x[,1],pca$x[,2])
  points(pca$x[1:15,1],pca$x[1:15,2],col=2,pch=2)
  points(pca$x[16:31,1],pca$x[16:31,2],col=3,pch=2)
}

which(pca$x[,1]< -100)
## named integer(0)
which(pca$x[,1]< -20)
##             Series5_A549_Mock_1             Series5_A549_Mock_2 
##                               1                               2 
##             Series5_A549_Mock_3        Series6_A549.ACE2_Mock_1 
##                               3                               4 
##        Series6_A549.ACE2_Mock_2        Series6_A549.ACE2_Mock_3 
##                               5                               6 
##            Series7_Calu3_Mock_1            Series7_Calu3_Mock_2 
##                               7                               8 
##            Series7_Calu3_Mock_3       Series16_A549.ACE2_Mock_1 
##                               9                              10 
##       Series16_A549.ACE2_Mock_2       Series16_A549.ACE2_Mock_3 
##                              11                              12 
##       Series5_A549_SARS.CoV.2_1       Series5_A549_SARS.CoV.2_2 
##                              16                              17 
##       Series5_A549_SARS.CoV.2_3  Series6_A549.ACE2_SARS.CoV.2_1 
##                              18                              19 
##  Series6_A549.ACE2_SARS.CoV.2_2  Series6_A549.ACE2_SARS.CoV.2_3 
##                              20                              21 
##      Series7_Calu3_SARS.CoV.2_1      Series7_Calu3_SARS.CoV.2_2 
##                              22                              23 
##      Series7_Calu3_SARS.CoV.2_3 Series16_A549.ACE2_SARS.CoV.2_1 
##                              24                              25 
## Series16_A549.ACE2_SARS.CoV.2_2 Series16_A549.ACE2_SARS.CoV.2_3 
##                              26                              27
which(pca$x[,1]< 0)
##             Series5_A549_Mock_1             Series5_A549_Mock_2 
##                               1                               2 
##             Series5_A549_Mock_3        Series6_A549.ACE2_Mock_1 
##                               3                               4 
##        Series6_A549.ACE2_Mock_2        Series6_A549.ACE2_Mock_3 
##                               5                               6 
##            Series7_Calu3_Mock_1            Series7_Calu3_Mock_2 
##                               7                               8 
##            Series7_Calu3_Mock_3       Series16_A549.ACE2_Mock_1 
##                               9                              10 
##       Series16_A549.ACE2_Mock_2       Series16_A549.ACE2_Mock_3 
##                              11                              12 
##       Series5_A549_SARS.CoV.2_1       Series5_A549_SARS.CoV.2_2 
##                              16                              17 
##       Series5_A549_SARS.CoV.2_3  Series6_A549.ACE2_SARS.CoV.2_1 
##                              18                              19 
##  Series6_A549.ACE2_SARS.CoV.2_2  Series6_A549.ACE2_SARS.CoV.2_3 
##                              20                              21 
##      Series7_Calu3_SARS.CoV.2_1      Series7_Calu3_SARS.CoV.2_2 
##                              22                              23 
##      Series7_Calu3_SARS.CoV.2_3 Series16_A549.ACE2_SARS.CoV.2_1 
##                              24                              25 
## Series16_A549.ACE2_SARS.CoV.2_2 Series16_A549.ACE2_SARS.CoV.2_3 
##                              26                              27
###we need to batch adjust based on the cell types
##Series5_A549-1 Series6_A549.ACE2-2 Series7_Calu3-3 Series16_A549.ACE2-4, patients-5
bat <-as.data.frame(cbind(
  colnames(cells_4_BALF_filt),
  c(rep(1, 3),rep(2, 3),rep(3, 3),rep(4, 3),rep(5, 3),rep(1, 3),rep(2, 3),rep(3, 3),rep(4, 3),rep(6, 2), rep(7, 2)),
  c(rep(1, 15), rep(2, 16))))
mod<-model.matrix(~as.factor(bat[,3]), data=bat)
combat_mock_cov<-ComBat(dat = as.matrix(cells_4_BALF_filt,),batch = (bat[,2]),mod=mod,par.prior = T)
## Found7batches
## Adjusting for1covariate(s) or covariate level(s)
## Standardizing Data across genes
## Fitting L/S model and finding priors
## Finding parametric adjustments
## Adjusting the Data
write.csv(combat_mock_cov,"combat_cell56716_BALF.csv")
plot(hclust(dist(t(combat_mock_cov)),method="complete"))

##PCA post combat
pca<-prcomp(t(combat_mock_cov))
plot(pca)

{plot(pca$x[,1],pca$x[,2])
  points(pca$x[1:15,1],pca$x[1:15,2], main="Top 2 PCs",col=2)
  points(pca$x[16:31,1],pca$x[16:31,2], main="Top 2 PCs",col=3)}

which(pca$x[,1]< -50)
## named integer(0)
which(pca$x[,2]< -50)
## named integer(0)
########running assign with the best 25 genes found in the cell line data########
c_mock<-as.matrix(combat_mock_cov[,c(1:12)])
c_cov<-as.matrix(combat_mock_cov[,c(16:27)])
test<-as.matrix(combat_mock_cov[,c(13:15,28:31)])
trainingLabela <- list(control=list(mock=1:12),cov=13:24)
genelist_25<-read.csv("signature_gene_list_prior_25yueli.csv")
basedir<-getwd()
sub_dir <- paste(basedir,paste("cov_BALF", 25, sep=""),sep='/')
dir.create(sub_dir)
set.seed(1220)
assign.wrapper(
  trainingData = cbind(c_mock, c_cov),
  testData = test,
  trainingLabel = trainingLabela,
  geneList = list(genelist_25$X),
  adaptive_B = T,
  adaptive_S = F,
  outputDir = sub_dir,
  p_beta = 0.01,
  theta0 = 0.05,
  theta1 = 0.9,
  iter = 2000,
  burn_in = 1000)
## Performing QC on the input data...
## Warning in assign.preprocess(trainingData, testData, anchorGenes, excludeGenes, : Control Labels DO NOT match the experimental Labels!
## Please make sure that you specify the correct indice for control and experimental samples in the trainingLabel!
## Generating starting/prior values for model parameters...
## Estimating model parameters in the training dataset...
## Start Gibbs sampling...
## | 0%                                  50%                                 100% |
## Estimating model parameters in the test dataset...
## Start Gibbs sampling...
## | 0%                                  50%                                 100% |
## Outputing results...
#PBMC
cell_5_6_7_16_PBMC<-read.table("cell_5_6_7_16_PBMC_norm.txt",head=TRUE)
write.csv(cell_5_6_7_16_PBMC,"cell_5_6_7_16_PBMC.csv")
cells_4_PBMC<-read.csv("cell_5_6_7_16_PBMC.csv",header=TRUE)
cells_4_PBMC<-(log2(data.frame(cells_4_PBMC,check.names = F, row.names=1)+1))
colnames(cells_4_PBMC)
##  [1] "Series5_A549_Mock_1"             "Series5_A549_Mock_2"            
##  [3] "Series5_A549_Mock_3"             "Series6_A549.ACE2_Mock_1"       
##  [5] "Series6_A549.ACE2_Mock_2"        "Series6_A549.ACE2_Mock_3"       
##  [7] "Series7_Calu3_Mock_1"            "Series7_Calu3_Mock_2"           
##  [9] "Series7_Calu3_Mock_3"            "Series16_A549.ACE2_Mock_1"      
## [11] "Series16_A549.ACE2_Mock_2"       "Series16_A549.ACE2_Mock_3"      
## [13] "CRR119890"                       "CRR125445"                      
## [15] "CRR125446"                       "Series5_A549_SARS.CoV.2_1"      
## [17] "Series5_A549_SARS.CoV.2_2"       "Series5_A549_SARS.CoV.2_3"      
## [19] "Series6_A549.ACE2_SARS.CoV.2_1"  "Series6_A549.ACE2_SARS.CoV.2_2" 
## [21] "Series6_A549.ACE2_SARS.CoV.2_3"  "Series7_Calu3_SARS.CoV.2_1"     
## [23] "Series7_Calu3_SARS.CoV.2_2"      "Series7_Calu3_SARS.CoV.2_3"     
## [25] "Series16_A549.ACE2_SARS.CoV.2_1" "Series16_A549.ACE2_SARS.CoV.2_2"
## [27] "Series16_A549.ACE2_SARS.CoV.2_3" "CRR119891"                      
## [29] "CRR119892"                       "CRR119893"
#rownames(cells_4_PBMC)
plot(hclust(dist(t(cells_4_PBMC)),method="complete"))##samples are rather clustering by type than the COV2 infection status

#Series 15 is furthest from the others and that makes sense since these are from patients rather than cell lines. We should exclude Series 15 from the signature generation dataset.

##filter all zeroes
cells_4_PBMC_filt<-(cells_4_PBMC[apply(cells_4_PBMC==0,1,mean)<0.1,])
#precombat PCA
pca<-prcomp(t(cells_4_PBMC_filt))
plot(pca)

{plot(pca$x[,1],pca$x[,2])
  points(pca$x[1:15,1],pca$x[1:15,2],col=2,pch=2)
  points(pca$x[16:30,1],pca$x[16:30,2],col=3,pch=2)
}

which(pca$x[,1]< -100)
## named integer(0)
which(pca$x[,1]< -20)
##             Series5_A549_Mock_1             Series5_A549_Mock_2 
##                               1                               2 
##             Series5_A549_Mock_3        Series6_A549.ACE2_Mock_1 
##                               3                               4 
##        Series6_A549.ACE2_Mock_2        Series6_A549.ACE2_Mock_3 
##                               5                               6 
##            Series7_Calu3_Mock_1            Series7_Calu3_Mock_2 
##                               7                               8 
##            Series7_Calu3_Mock_3       Series16_A549.ACE2_Mock_1 
##                               9                              10 
##       Series16_A549.ACE2_Mock_2       Series16_A549.ACE2_Mock_3 
##                              11                              12 
##       Series5_A549_SARS.CoV.2_1       Series5_A549_SARS.CoV.2_2 
##                              16                              17 
##       Series5_A549_SARS.CoV.2_3  Series6_A549.ACE2_SARS.CoV.2_1 
##                              18                              19 
##  Series6_A549.ACE2_SARS.CoV.2_2  Series6_A549.ACE2_SARS.CoV.2_3 
##                              20                              21 
##      Series7_Calu3_SARS.CoV.2_1      Series7_Calu3_SARS.CoV.2_2 
##                              22                              23 
##      Series7_Calu3_SARS.CoV.2_3 Series16_A549.ACE2_SARS.CoV.2_1 
##                              24                              25 
## Series16_A549.ACE2_SARS.CoV.2_2 Series16_A549.ACE2_SARS.CoV.2_3 
##                              26                              27
which(pca$x[,1]< 0)
##             Series5_A549_Mock_1             Series5_A549_Mock_2 
##                               1                               2 
##             Series5_A549_Mock_3        Series6_A549.ACE2_Mock_1 
##                               3                               4 
##        Series6_A549.ACE2_Mock_2        Series6_A549.ACE2_Mock_3 
##                               5                               6 
##            Series7_Calu3_Mock_1            Series7_Calu3_Mock_2 
##                               7                               8 
##            Series7_Calu3_Mock_3       Series16_A549.ACE2_Mock_1 
##                               9                              10 
##       Series16_A549.ACE2_Mock_2       Series16_A549.ACE2_Mock_3 
##                              11                              12 
##       Series5_A549_SARS.CoV.2_1       Series5_A549_SARS.CoV.2_2 
##                              16                              17 
##       Series5_A549_SARS.CoV.2_3  Series6_A549.ACE2_SARS.CoV.2_1 
##                              18                              19 
##  Series6_A549.ACE2_SARS.CoV.2_2  Series6_A549.ACE2_SARS.CoV.2_3 
##                              20                              21 
##      Series7_Calu3_SARS.CoV.2_1      Series7_Calu3_SARS.CoV.2_2 
##                              22                              23 
##      Series7_Calu3_SARS.CoV.2_3 Series16_A549.ACE2_SARS.CoV.2_1 
##                              24                              25 
## Series16_A549.ACE2_SARS.CoV.2_2 Series16_A549.ACE2_SARS.CoV.2_3 
##                              26                              27
###we need to batch adjust based on the cell types
##Series5_A549-1 Series6_A549.ACE2-2 Series7_Calu3-3 Series16_A549.ACE2-4, patients-5
bat <-as.data.frame(cbind(
  colnames(cells_4_PBMC_filt),
  c(rep(1, 3),rep(2, 3),rep(3, 3),rep(4, 3),rep(5, 3),rep(1, 3),rep(2, 3),rep(3, 3),rep(4, 3),rep(6, 3)),
  c(rep(1, 15), rep(2, 15))))
mod<-model.matrix(~as.factor(bat[,3]), data=bat)
combat_mock_cov<-ComBat(dat = as.matrix(cells_4_PBMC_filt,),batch = (bat[,2]),mod=mod,par.prior = T)
## Found6batches
## Adjusting for1covariate(s) or covariate level(s)
## Standardizing Data across genes
## Fitting L/S model and finding priors
## Finding parametric adjustments
## Adjusting the Data
##PCA post combat
pca<-prcomp(t(combat_mock_cov))
plot(pca)

{plot(pca$x[,1],pca$x[,2])
  points(pca$x[1:15,1],pca$x[1:15,2], main="Top 2 PCs",col=2)
  points(pca$x[16:30,1],pca$x[16:30,2], main="Top 2 PCs",col=3)}

which(pca$x[,1]< -50)
## named integer(0)
which(pca$x[,2]< -50)
## named integer(0)
plot(hclust(dist(t(combat_mock_cov)),method="complete"))

########running assign with the best 25 genes found in the cell line data########
#combat_mock_cov<-read.table("combat_cell56716_PBMC.txt",header=TRUE)
c_mock<-as.matrix(combat_mock_cov[,c(1:12)])
c_cov<-as.matrix(combat_mock_cov[,c(16:27)])
test<-as.matrix(combat_mock_cov[,c(13:15,28:30)])
trainingLabela <- list(control=list(mock=1:12),cov=13:24)
genelist_25<-read.csv("signature_gene_list_prior_25yueli.csv")
basedir<-getwd()
sub_dir <- paste(basedir,paste("cov_PBMC", 25, sep=""),sep='/')
dir.create(sub_dir)
set.seed(1220)
assign.wrapper(
  trainingData = cbind(c_mock, c_cov),
  testData = test,
  trainingLabel = trainingLabela,
  geneList = list(genelist_25$X),
  n_sigGene = 25,
  adaptive_B = T,
  adaptive_S = F,
  outputDir = sub_dir,
  p_beta = 0.01,
  theta0 = 0.05,
  theta1 = 0.9,
  iter = 2000,
  burn_in = 1000)
## Performing QC on the input data...
## Warning in assign.preprocess(trainingData, testData, anchorGenes, excludeGenes, : Control Labels DO NOT match the experimental Labels!
## Please make sure that you specify the correct indice for control and experimental samples in the trainingLabel!
## Generating starting/prior values for model parameters...
## Estimating model parameters in the training dataset...
## Start Gibbs sampling...
## | 0%                                  50%                                 100% |
## Estimating model parameters in the test dataset...
## Start Gibbs sampling...
## | 0%                                  50%                                 100% |
## Outputing results...
#single_cell_integrate
#input, CreateSeuratObject, filter, save
a<-"hc_51_02.csv"
a1<-data.frame(fread(a),check.names=FALSE, row.names=1)
pbmc<- CreateSeuratObject(counts = a1, project = "h1", min.cells = 3, min.features = 200)
pbmc
## An object of class Seurat 
## 15385 features across 11113 samples within 1 assay 
## Active assay: RNA (15385 features, 0 variable features)
pbmc[["percent.mt"]] <- PercentageFeatureSet(pbmc, pattern = "^MT-")
pbmc <- subset(pbmc, subset = nFeature_RNA > 200 & nFeature_RNA < 2500 & percent.mt < 5)
pbmc <- NormalizeData(pbmc, normalization.method = "LogNormalize", scale.factor = 10000)
pbmc <- FindVariableFeatures(pbmc, selection.method = "vst", nfeatures = 2000)
all.genes <- rownames(pbmc)
pbmc <- ScaleData(pbmc, features = all.genes)
## Centering and scaling data matrix
pbmc <- RunPCA(pbmc, features = VariableFeatures(object = pbmc))
## PC_ 1 
## Positive:  IL32, CD2, TRAC, CCL5, LTB, TRBC2, CORO1A, TRBC1, KLRB1, CD3D 
##     CD3E, IFITM1, GZMA, CLEC2D, ACAP1, LIMD2, GIMAP7, LINC01943, LCK, TRAF3IP3 
##     PTPN7, LINC01871, CD3G, IFITM2, ISG20, NKG7, ETS1, CD48, BTG1, CD40LG 
## Negative:  MARCO, C1QB, C1QA, GRN, FTL, C1QC, TYROBP, HLA-DRB5, FCER1G, LGALS3 
##     HLA-DRB1, CD68, CD63, CTSD, SERPINA1, HLA-DQA1, HLA-DRA, FBP1, HLA-DQB1, TSPO 
##     ACP5, S100A11, ANXA2, CTSS, SERPING1, MGST3, PSAP, FABP4, CAPG, S100A9 
## PC_ 2 
## Positive:  APOE, APOC1, FTL, LYZ, CFD, NUPR1, CTSS, PLTP, SAT1, GPNMB 
##     PSAP, LIPA, SOD2, HLA-DPA1, NPC2, HLA-DPB1, LINC01827, CD14, HLA-DMB, TYROBP 
##     PLD3, RARRES1, HLA-DRA, KCNMA1, A2M, ABCA1, BLVRB, AKR1B1, CPVL, GPX3 
## Negative:  TOP2A, BIRC5, CDK1, PCLAF, UBE2C, NUSAP1, MKI67, TYMS, CDKN3, HMMR 
##     PTTG1, GTSE1, CDC20, CCNB2, ASPM, CENPF, PRC1, MAD2L1, SPC25, TK1 
##     RRM2, CENPM, CEP55, TPX2, CKS2, ANLN, SGO1, CCNB1, CENPA, NUF2 
## PC_ 3 
## Positive:  MCEMP1, CD52, INHBA, RGCC, S100A4, MRC1, RETN, GPD1, AQP3, CRIP1 
##     PNPLA6, CALM1, MYL12A, STXBP2, FBP1, IGF1, ISG15, CCND3, HCAR2, LY6E 
##     MYL6, THBS1, RHBDD2, PTPMT1, PPARG, ALOX5AP, GLRX, DECR1, TSPO, LINC02345 
## Negative:  LYZ, APOE, TOP2A, BIRC5, CDK1, UBE2C, NUSAP1, PCLAF, MKI67, HMMR 
##     CDKN3, GTSE1, PLTP, CDC20, TYMS, CENPF, CCNB2, PRC1, APOC1, ASPM 
##     CFD, MAD2L1, MARCKS, CXCR4, NUPR1, CTSS, GPNMB, CD14, NPC2, CEP55 
## PC_ 4 
## Positive:  PKIB, CD1C, FCGR2B, FCER1A, C15orf48, MARCKS, ACTB, LGALS2, CLEC10A, CD1E 
##     ACTG1, MEF2C, BASP1, GSN, EMP3, FPR3, EMP1, S100A10, LMNA, FGL2 
##     CCL17, RNASE6, PFN1, RNASE1, CD1A, CRIP1, MYADM, PEA15, TAGLN2, AP1S2 
## Negative:  CSTA, CFD, FABP4, LYZ, NUPR1, FTL, SERPING1, IGF1, CTSC, APOC1 
##     VMO1, PLAC8, RBP4, ALDH2, LINC01827, C1QA, STMN1, AKR1B1, C1QB, SPARC 
##     NUP214, MYB, C9orf16, LY86, KCNAB1, ABHD5, SERPINA1, MT2A, MARCO, LINC02154 
## PC_ 5 
## Positive:  OTOA, CCL18, CTSL, GCHFR, TFRC, IL32, FDX1, GPNMB, CSTB, SDC2 
##     LIPA, SCD, CD2, RMDN3, HES2, APOC1, CA2, CCL5, TRAC, FABP3 
##     CD52, CD36, LGMN, CYP27A1, NR1H3, CD99, PLIN2, FN1, TRBC2, CTSB 
## Negative:  FCER1A, CD1C, PKIB, CD1E, MNDA, LGALS2, CLEC10A, MEF2C, HLA-DPB1, FCGR2B 
##     FGL2, MS4A6A, HLA-DPA1, PLAC8, HLA-DQB1, HLA-DRA, IFITM3, CCL17, CD1A, HLA-DRB1 
##     IGF1, THBS1, HLA-DQA1, CSTA, CLEC7A, LYZ, HLA-DRB5, CLEC5A, TYROBP, S100B
pbmc <- RunUMAP(pbmc, dims = 1:10)
## Warning: The default method for RunUMAP has changed from calling Python UMAP via reticulate to the R-native UWOT using the cosine metric
## To use Python UMAP via reticulate, set umap.method to 'umap-learn' and metric to 'correlation'
## This message will be shown once per session
## 00:49:40 UMAP embedding parameters a = 0.9922 b = 1.112
## 00:49:40 Read 8923 rows and found 10 numeric columns
## 00:49:40 Using Annoy for neighbor search, n_neighbors = 30
## 00:49:40 Building Annoy index with metric = cosine, n_trees = 50
## 0%   10   20   30   40   50   60   70   80   90   100%
## [----|----|----|----|----|----|----|----|----|----|
## **************************************************|
## 00:49:41 Writing NN index file to temp file /tmp/RtmpryIP7y/file31f8591d67d1
## 00:49:41 Searching Annoy index using 1 thread, search_k = 3000
## 00:49:44 Annoy recall = 100%
## 00:49:44 Commencing smooth kNN distance calibration using 1 thread
## 00:49:45 Initializing from normalized Laplacian + noise
## 00:49:45 Commencing optimization for 500 epochs, with 365236 positive edges
## 00:49:53 Optimization finished
saveRDS(pbmc, file = "hc51.rds")

a<-"hc_52_02.csv"
a1<-data.frame(fread(a),check.names=FALSE, row.names=1)
pbmc<- CreateSeuratObject(counts = a1, project = "h2", min.cells = 3, min.features = 200)
pbmc
## An object of class Seurat 
## 14748 features across 10361 samples within 1 assay 
## Active assay: RNA (14748 features, 0 variable features)
pbmc[["percent.mt"]] <- PercentageFeatureSet(pbmc, pattern = "^MT-")
pbmc <- subset(pbmc, subset = nFeature_RNA > 200 & nFeature_RNA < 2500 & percent.mt < 5)
pbmc <- NormalizeData(pbmc, normalization.method = "LogNormalize", scale.factor = 10000)
pbmc <- FindVariableFeatures(pbmc, selection.method = "vst", nfeatures = 2000)
all.genes <- rownames(pbmc)
pbmc <- ScaleData(pbmc, features = all.genes)
## Centering and scaling data matrix
pbmc <- RunPCA(pbmc, features = VariableFeatures(object = pbmc))
## PC_ 1 
## Positive:  C1QB, C1QC, ANXA2, S100A11, CD52, ACTB, CFL1, MYL6, C1QA, CD63 
##     SERF2, FBP1, RETN, TFRC, CSTB, GRN, NOP10, PFN1, S100A10, MCEMP1 
##     TSPO, PRDX1, TMSB10, IFI6, IGFBP2, MARCO, TGM2, HSP90AA1, LGALS3, MSR1 
## Negative:  MALAT1, LYZ, CXCR4, CFD, BTG1, C3, RGS2, MT2A, SNHG7, MEF2C 
##     IL32, LINC01827, EGR1, LTB, RGS18, CD2, CORO1A, FOS, CLDND2, SNHG12 
##     TRAC, LGALS2, RCSD1, CD1D, CLEC4E, GPR155, LTC4S, MT1X, WFDC2, AGR3 
## PC_ 2 
## Positive:  FTL, APOE, APOC1, GPNMB, LGALS1, OTOA, CSTB, LIPA, CTSD, PSAP 
##     NPC2, RARRES1, PLA2G7, PLD3, FTH1, MARCKS, A2M, CD36, CTSB, HLA-A 
##     BLVRB, CD14, CD48, HLA-B, CFD, SGK1, LGMN, ABCA1, SCD, SDC2 
## Negative:  MCEMP1, RETN, INHBA, ALOX5AP, C1QA, PLAC8, MRC1, S100A4, CRIP1, STXBP2 
##     HP, IGF1, C1QB, TSPO, TCF7L2, FBP1, PNPLA6, RGCC, CD52, IGFBP2 
##     C1QC, TMSB4X, PARAL1, MYL6, S100A9, CYSLTR1, LY6E, HLA-DRA, CYBB, FOLR3 
## PC_ 3 
## Positive:  TMSB4X, TYROBP, FTH1, FTL, CD74, LYZ, HLA-DRA, APOC1, APOE, CFD 
##     C1QB, B2M, HLA-DQA1, C1QA, GRN, CTSD, NUPR1, HCST, PSAP, SRGN 
##     FABP4, LGALS1, ALOX5AP, NPC2, TMSB10, VIM, S100A4, SERPING1, MARCO, CD68 
## Negative:  SLPI, GSTA1, SMIM22, TSPAN1, AGR3, CD24, FXYD3, TFF3, C9orf24, IGFBP7 
##     MS4A8, CAPS, WFDC2, PERP, ANKRD44-AS1, RSPH1, CLU, FAM183A, KRT8, LRRIQ1 
##     TMEM190, SNTN, NQO1, C1orf194, SPATA18, DYNLRB2, ECRG4, C20orf85, C12orf75, C11orf88 
## PC_ 4 
## Positive:  TYROBP, FTL, APOC1, FTH1, LYZ, CD74, HLA-DRA, CFD, FABP4, C1QB 
##     NUPR1, TMSB4X, B2M, C1QA, APOE, RBP4, HLA-DQA1, SERPING1, MARCO, MT2A 
##     CES1, LINC01827, TREM1, GRN, HCST, GCHFR, NPC2, PSAP, HLA-B, GLUL 
## Negative:  MARCKS, PLA2G7, EMP1, SDS, CCL4, SPP1, C15orf48, SNCA, CHI3L1, ACTG1 
##     CCL3, CCL4L2, ACTB, CCL2, CHIT1, FCGR2B, CORO1A, FNIP2, LGMN, RGCC 
##     MALAT1, MTHFD2, INHBA, CCL20, TNFAIP6, GBP1, SLAMF7, GDF15, SOD2, TNIP3 
## PC_ 5 
## Positive:  LGALS3, CD52, CSTB, CD9, ACP5, FDX1, GCHFR, HES2, GDF15, OTOA 
##     PPDPF, PLA2G7, CD63, CA2, CHIT1, RGCC, TUBA1B, GPD1, FABP3, FTL 
##     HEXB, CD68, RBP4, TXN, RETREG1, CHCHD6, DBI, CYP27A1, NOP10, HS3ST2 
## Negative:  CCL4, CCL4L2, LYZ, TNFAIP6, HLA-DRA, CCL3, CXCL10, CD74, TNIP3, CCL20 
##     SOD2, CCL3L1, TMSB4X, FCGR3A, SRGN, GBP1, S100A8, SAT1, MARCKS, GCH1 
##     GBP5, PLEK, FOS, MT2A, B2M, MT-CO1, CXCL3, VAMP5, EGR1, CXCL11
pbmc <- RunUMAP(pbmc, dims = 1:10)
## 00:51:15 UMAP embedding parameters a = 0.9922 b = 1.112
## 00:51:15 Read 7533 rows and found 10 numeric columns
## 00:51:15 Using Annoy for neighbor search, n_neighbors = 30
## 00:51:15 Building Annoy index with metric = cosine, n_trees = 50
## 0%   10   20   30   40   50   60   70   80   90   100%
## [----|----|----|----|----|----|----|----|----|----|
## **************************************************|
## 00:51:15 Writing NN index file to temp file /tmp/RtmpryIP7y/file31f8fff6555
## 00:51:15 Searching Annoy index using 1 thread, search_k = 3000
## 00:51:18 Annoy recall = 100%
## 00:51:18 Commencing smooth kNN distance calibration using 1 thread
## 00:51:19 Initializing from normalized Laplacian + noise
## 00:51:19 Commencing optimization for 500 epochs, with 307648 positive edges
## 00:51:25 Optimization finished
saveRDS(pbmc, file = "hc52.rds")

a<-"hc_100_02.csv"
a1<-data.frame(fread(a),check.names=FALSE, row.names=1)
pbmc<- CreateSeuratObject(counts = a1, project = "h3", min.cells = 3, min.features = 200)
pbmc
## An object of class Seurat 
## 16315 features across 6578 samples within 1 assay 
## Active assay: RNA (16315 features, 0 variable features)
pbmc[["percent.mt"]] <- PercentageFeatureSet(pbmc, pattern = "^MT-")
pbmc <- subset(pbmc, subset = nFeature_RNA > 200 & nFeature_RNA < 2500 & percent.mt < 5)
pbmc <- NormalizeData(pbmc, normalization.method = "LogNormalize", scale.factor = 10000)
pbmc <- FindVariableFeatures(pbmc, selection.method = "vst", nfeatures = 2000)
all.genes <- rownames(pbmc)
pbmc <- ScaleData(pbmc, features = all.genes)
## Centering and scaling data matrix
pbmc <- RunPCA(pbmc, features = VariableFeatures(object = pbmc))
## PC_ 1 
## Positive:  KRT78, LCN2, KRT19, ELF3, MUC21, PRSS22, ECM1, MAL, SPRR1B, KRT13 
##     SPRR3, LYPD2, SPRR2D, TMPRSS11B, PITX1, PPL, SPRR2A, EMP1, CEACAM6, FAM25A 
##     GPRC5A, SCEL, RHCG, EPS8L1, CD3E, DUSP5, IL32, TMPRSS11E, SPINK5, CDKN2B 
## Negative:  FTL, HLA-DRA, LYZ, TYROBP, HLA-DRB1, APOC1, CD74, C1QA, CST3, FCER1G 
##     APOE, C1QB, HLA-DQB1, HLA-DPA1, CTSD, CD68, GRN, ACP5, FBP1, FTH1 
##     HLA-DPB1, PSAP, MARCO, TSPO, FCGRT, FABP4, C1QC, CD9, CEBPB, MCEMP1 
## PC_ 2 
## Positive:  KRT78, LCN2, MUC21, ELF3, ECM1, KRT19, PRSS22, SPRR1B, KRT13, SPRR3 
##     LYPD2, SPRR2D, PITX1, EPS8L1, TMPRSS11B, EMP1, PPL, FTH1, S100A9, CEACAM6 
##     FAM25A, SPRR2A, GPRC5A, SCEL, NIBAN2, RHCG, TMPRSS11E, IL1RN, LGALS3, SPINK5 
## Negative:  CD3E, IL32, TRAC, CD2, CD3D, ETS1, CD3G, LTB, TRBC2, CORO1A 
##     GIMAP7, LIMD2, KLRB1, TRBC1, ISG20, IL7R, CD247, ACAP1, CCL5, RORA 
##     SYNE2, CD7, TRAF3IP3, GZMA, BCL11B, CD69, GPR183, MT-ND3, DGKA, RIPOR2 
## PC_ 3 
## Positive:  SLC11A1, TNFAIP2, NEAT1, TFRC, TAGLN, ITGAX, VMP1, DDHD1, INHBA, LRP1 
##     ZNF589, DMXL2, MYO6, CHML, UVSSA, CIITA, SIGLEC1, ZMAT1, CTNNB1, PKN2 
##     B3GNT5, SLC12A6, PER1, ACE, FOS, SLFN11, PTK2B, CXCL3, DUSP1, CLN8 
## Negative:  ACTB, ACTG1, MYL12A, S100A6, S100A11, SSR4, HLA-DPB1, HCST, SRGN, CD63 
##     LGALS1, FCER1G, CST3, NPC2, HLA-DPA1, C1QB, S100A9, PPDPF, HLA-DQA2, CSTB 
##     PPIB, ZFAS1, SEC61B, MGST3, NDUFB11, SUB1, EVI2B, TYROBP, CORO1A, GCHFR 
## PC_ 4 
## Positive:  SPINK5, PSCA, TMPRSS11E, KRT6A, SPRR2E, S100A14, LYPD2, SPRR3, KRT13, S100A9 
##     MAL, CNFN, FABP4, C19orf33, SPRR2A, SPRR2D, LCN2, KRT78, KRT19, SPRR1B 
##     PPL, S100A8, PRSS22, CD177, S100P, APOC1, AIF1L, ELF3, GCHFR, TGM3 
## Negative:  TAMALIN, SNCA, FPR3, MEF2C, BCL11A, MT-ND3, FCGR2B, MAP3K20, TRAF4, SNX9 
##     TCF4, P2RY14, CLTC, MS4A6A, MT-ND1, PMP22, IL13RA1, METRNL, F13A1, CLDN1 
##     STAB1, CSF1R, MT-ND5, PCBP1, AHNAK, SPP1, MT-ND2, CLEC4F, NLRP3, ZNF503 
## PC_ 5 
## Positive:  FABP4, MARCO, MGST3, CTSD, MCEMP1, CES1, TRAF4, APOC1, PLIN2, APOE 
##     FRMD8, TSPO, GZMB, FABP5, SLC3A2, MSR1, CEBPB, NUPR1, FBXO32, GNG12 
##     FBP1, RETN, ZNF185, GNE, ATP1B1, CRYM, MGST1, SCD, CA13, SSR4 
## Negative:  FGL2, LGALS2, CLEC10A, FCER1A, CD1C, CD1E, CLEC4F, KRT6A, SPRR2E, NDRG2 
##     LTC4S, S100B, MS4A6A, F13A1, SPINK5, PSCA, CD1A, CFP, CLDN1, S100A14 
##     PKIB, FCGR2B, CCL17, HLA-DQA1, CSF1R, TMPRSS11E, CNFN, AFDN, HSPA6, FPR3
pbmc <- RunUMAP(pbmc, dims = 1:10)
## 00:52:20 UMAP embedding parameters a = 0.9922 b = 1.112
## 00:52:20 Read 303 rows and found 10 numeric columns
## 00:52:20 Using Annoy for neighbor search, n_neighbors = 30
## 00:52:20 Building Annoy index with metric = cosine, n_trees = 50
## 0%   10   20   30   40   50   60   70   80   90   100%
## [----|----|----|----|----|----|----|----|----|----|
## **************************************************|
## 00:52:20 Writing NN index file to temp file /tmp/RtmpryIP7y/file31f81fafa1c1
## 00:52:20 Searching Annoy index using 1 thread, search_k = 3000
## 00:52:20 Annoy recall = 100%
## 00:52:20 Commencing smooth kNN distance calibration using 1 thread
## 00:52:21 Initializing from normalized Laplacian + noise
## 00:52:21 Commencing optimization for 500 epochs, with 11370 positive edges
## 00:52:21 Optimization finished
saveRDS(pbmc, file = "hc100.rds")

a<-"mild_141_02.csv"
a1<-data.frame(fread(a),check.names=FALSE, row.names=1)
pbmc<- CreateSeuratObject(counts = a1, project = "m1", min.cells = 3, min.features = 200)
pbmc
## An object of class Seurat 
## 17670 features across 4233 samples within 1 assay 
## Active assay: RNA (17670 features, 0 variable features)
pbmc[["percent.mt"]] <- PercentageFeatureSet(pbmc, pattern = "^MT-")
pbmc <- subset(pbmc, subset = nFeature_RNA > 200 & nFeature_RNA < 2500 & percent.mt < 5)
pbmc <- NormalizeData(pbmc, normalization.method = "LogNormalize", scale.factor = 10000)
pbmc <- FindVariableFeatures(pbmc, selection.method = "vst", nfeatures = 2000)
all.genes <- rownames(pbmc)
pbmc <- ScaleData(pbmc, features = all.genes)
## Centering and scaling data matrix
pbmc <- RunPCA(pbmc, features = VariableFeatures(object = pbmc))
## PC_ 1 
## Positive:  CST3, FTL, IFI30, FTH1, TYROBP, CD68, FCER1G, CXCL10, AIF1, LYZ 
##     GLUL, MNDA, GRN, SERPINA1, HLA-DRA, CTSL, MS4A6A, SERPING1, SPI1, APOBEC3A 
##     MAFB, APOC1, MS4A4A, ATOX1, FCGR1A, C1QC, C1QB, NUPR1, HLA-DRB5, FCGR3A 
## Negative:  IL32, CCL5, CD52, GIMAP7, CD7, GZMA, CD8A, TRBC2, NKG7, PRF1 
##     CD8B, CST7, CTSW, SPOCK2, BTG1, LAG3, IL2RB, CXCR3, ITGA4, HOPX 
##     SH2D2A, GNG2, LBH, FASLG, CD6, AHNAK, CD69, CXCR6, LINC00861, GZMB 
## PC_ 2 
## Positive:  WFDC2, SLPI, LCN2, KRT19, FXYD3, CXCL17, AGR2, PIGR, SCGB3A1, S100P 
##     TSPAN1, GSTA1, SCGB1A1, SERPINB3, ADH1C, CYP2F1, TFF3, BPIFB1, KRT18, PRSS23 
##     S100A14, CEACAM6, C19orf33, MUC5B, MUC5AC, LYPD2, MSMB, ASS1, AKR1C1, AQP5 
## Negative:  MX1, RSAD2, ISG20, IRF7, GBP1, KLF6, ISG15, STAT1, SRGN, DDX58 
##     IFIH1, GBP4, GBP5, MT-CO1, TNFSF10, IFIT3, STAT2, CD69, IFIT1, TYMP 
##     GIMAP7, CD38, NUB1, MT-CO2, S100A10, IL32, RGS1, SOCS1, APOBEC3G, IFIT2 
## PC_ 3 
## Positive:  APOC1, NUPR1, MARCO, S100A4, VIM, FTL, FABP4, MCEMP1, APOE, C1QB 
##     C1QC, C1QA, RBP4, CAPG, S100A8, CYP27A1, STXBP2, PARAL1, SNX10, PELATON 
##     NCF2, GCHFR, AIF1, S100A11, S100A9, CES1, SERPINA1, MGST3, S100A10, PPARG 
## Negative:  CCR7, TSPAN13, IGKC, NR4A3, MEF2C, IDO1, BASP1, IRF8, TCF4, CD83 
##     LAD1, BCL11A, WDFY4, LRRK1, LAMP3, ETV6, FSCN1, NRP2, BIRC3, TBC1D8 
##     MARCKSL1, RGS1, NEURL3, DUSP5, CERS6, NAPSA, SLC41A2, NFKB1, CD79A, IGFBP4 
## PC_ 4 
## Positive:  MS4A1, CD79A, IGKC, HLA-DQA1, MEF2C, BANK1, FCRLA, NAPSA, HLA-DQB1, CD19 
##     LINC02397, TCF4, HLA-DQA2, CPNE5, GAPT, PLD4, RHEX, HLA-DRA, JCHAIN, BLNK 
##     BCL11A, DERL3, HLA-DPB1, PLAC8, IGHA1, FCRL5, IGHM, IRF8, HLA-DPA1, PAX5 
## Negative:  S100A6, WFDC2, S100P, LCN2, IFI6, SLPI, KRT19, RSAD2, AGR2, PIGR 
##     GBP1, KLF6, CEACAM6, CXCL17, LYPD2, CYP2F1, ADH1C, FXYD3, ASS1, SCGB3A1 
##     PRSS23, GBP5, S100A14, LAG3, TSPAN1, S100A4, MDK, S100A10, KRT18, C19orf33 
## PC_ 5 
## Positive:  MT2A, TNFSF10, IFIT3, IFIT1, IFIT2, ISG15, IFI6, ICAM2, MX1, GBP1 
##     GBP4, RIPOR2, LTB, DDX58, STAT1, SAT1, ISG20, SELL, RSAD2, IRF7 
##     SOCS1, ICOS, CD28, IFIH1, TMSB10, MAL, CTLA4, TESPA1, TNFRSF4, BCL2L14 
## Negative:  HOPX, ZNF683, CD8A, KLRC1, CXCR6, CD63, KLRD1, ITGAE, PLEKHF1, CCL5 
##     NKG7, CTSW, GPR25, LINC02446, TRG-AS1, ITGA1, CD8B, CD244, FCRL6, AOAH 
##     CCL4, KIR2DL4, KLRC3, CST7, ID2, CD7, TRGV7, KIR3DL2, MATK, SLAMF7
pbmc <- RunUMAP(pbmc, dims = 1:10)
## 00:52:34 UMAP embedding parameters a = 0.9922 b = 1.112
## 00:52:34 Read 1366 rows and found 10 numeric columns
## 00:52:34 Using Annoy for neighbor search, n_neighbors = 30
## 00:52:34 Building Annoy index with metric = cosine, n_trees = 50
## 0%   10   20   30   40   50   60   70   80   90   100%
## [----|----|----|----|----|----|----|----|----|----|
## **************************************************|
## 00:52:34 Writing NN index file to temp file /tmp/RtmpryIP7y/file31f83734da58
## 00:52:34 Searching Annoy index using 1 thread, search_k = 3000
## 00:52:35 Annoy recall = 100%
## 00:52:35 Commencing smooth kNN distance calibration using 1 thread
## 00:52:36 Initializing from normalized Laplacian + noise
## 00:52:36 Commencing optimization for 500 epochs, with 50582 positive edges
## 00:52:37 Optimization finished
saveRDS(pbmc, file = "mild141.rds")


a<-"mild_142_02.csv"
a1<-data.frame(fread(a),check.names=FALSE, row.names=1)
pbmc<- CreateSeuratObject(counts = a1, project = "m2", min.cells = 3, min.features = 200)
pbmc
## An object of class Seurat 
## 17512 features across 4559 samples within 1 assay 
## Active assay: RNA (17512 features, 0 variable features)
pbmc[["percent.mt"]] <- PercentageFeatureSet(pbmc, pattern = "^MT-")
pbmc <- subset(pbmc, subset = nFeature_RNA > 200 & nFeature_RNA < 2500 & percent.mt < 5)
pbmc <- NormalizeData(pbmc, normalization.method = "LogNormalize", scale.factor = 10000)
pbmc <- FindVariableFeatures(pbmc, selection.method = "vst", nfeatures = 2000)
all.genes <- rownames(pbmc)
pbmc <- ScaleData(pbmc, features = all.genes)
## Centering and scaling data matrix
pbmc <- RunPCA(pbmc, features = VariableFeatures(object = pbmc))
## PC_ 1 
## Positive:  FTL, FTH1, TYROBP, FCER1G, CST3, CD68, IFI30, AIF1, APOC1, GLUL 
##     GRN, SPI1, MNDA, S100A11, NUPR1, HLA-DRA, CTSL, CXCL10, C1QA, C1QC 
##     APOE, MSR1, MS4A4A, LYZ, C1QB, HLA-DQA1, SERPINA1, LGALS3, S100A9, HLA-DQB1 
## Negative:  IL32, CCL5, CD7, IFITM1, GZMA, MALAT1, PRF1, CST7, NKG7, TRBC2 
##     CD8A, CD52, CD8B, CXCR3, CTSW, LAG3, IL2RB, SH2D2A, LINC01871, FASLG 
##     ISG20, LINC00861, GZMB, GZMH, SAMD3, CD69, ID2, TRBC1, CXCR6, GZMK 
## PC_ 2 
## Positive:  MALAT1, RSAD2, NEAT1, MX1, PARP14, IFITM1, SIGLEC1, TNFSF10, ISG20, MARCKS 
##     DDX58, KLF6, IFIH1, ADA2, GBP1, CCL2, CCL8, PLA2G7, SDS, FNIP2 
##     RNASE1, SRGN, IRF7, LILRB2, TTYH3, FCN1, CCR1, LGMN, STAT2, VMP1 
## Negative:  FABP4, NUPR1, FTL, FTH1, APOC1, SLPI, ALDH2, TFF3, SCGB1A1, WFDC2 
##     CXCL17, MSMB, KRT19, LCN2, GSTA1, C1QA, SCGB3A1, SERPINB3, CYP2F1, C1QB 
##     BPIFB1, MCEMP1, MUC5B, FBP1, S100A9, CYB5A, ALDH1A1, AGR2, PRDX1, CCL18 
## PC_ 3 
## Positive:  KRT19, LCN2, SLPI, CXCL17, S100P, S100A14, TFF3, SCGB1A1, MSMB, WFDC2 
##     CYP2F1, SCGB3A1, SERPINB3, MUC5B, BPIFB1, LYPD2, AGR2, C19orf33, PIGR, KRT7 
##     GSTA1, AKR1C1, PRSS23, FXYD3, MSLN, STEAP4, ADH1C, ADIRF, RAB25, ELF3 
## Negative:  VIM, APOC1, FTL, FABP4, NUPR1, C1QA, C1QB, ACTB, SPI1, C1QC 
##     LGALS1, FTH1, AIF1, CAPG, C1orf162, MARCO, MCEMP1, TYROBP, CCL18, CXCL16 
##     SNX10, FABP5, GLRX, FBP1, CD52, BCL2A1, ALDH2, APOE, NCF2, CD68 
## PC_ 4 
## Positive:  SCGB1A1, WFDC2, TFF3, SCGB3A1, MSMB, CYP2F1, MUC5B, BPIFB1, SLPI, CXCL17 
##     SERPINB3, AGR2, PIGR, AKR1C1, PRSS23, GSTA1, ADH1C, FXYD3, MUC5AC, C3 
##     TSPAN8, LY6D, TMEM45A, CREB3L1, TSPAN1, SERPINB11, AQP5, PART1, KRT8, KRT18 
## Negative:  NCCRP1, KRT16, SPRR3, SDCBP2, KRT13, ECM1, NECTIN4, PRSS27, RND3, SPNS2 
##     TMPRSS11E, KRT78, RNF39, TGM3, HSPB8, CRISP3, TMPRSS11B, SCEL, MUC21, CYSRT1 
##     FAM25A, AIF1L, GPRC5A, PADI1, EPS8L1, NR1D1, GRHL1, TRIP10, ATG9B, PPL 
## PC_ 5 
## Positive:  ZNF683, CCL5, CCL4, NKG7, CD63, CD8A, GZMH, CTSW, ITGA1, LINC02446 
##     CD7, CXCR6, KLRD1, CD8B, KLRC1, PLEKHF1, ITGAE, PRF1, CCL4L2, GPR25 
##     GZMA, HOPX, TRGV2, FCRL6, CST7, GZMB, CD244, IL2RB, MATK, CTSD 
## Negative:  BCL11A, IGKC, CCR7, SELL, PLD4, JCHAIN, TCF4, MS4A1, CD79A, BANK1 
##     SPIB, LINC02397, PLAC8, IGHM, NAPSA, CPNE5, TNFSF10, COBLL1, TSPAN13, P2RY14 
##     SCT, CD24, RHEX, MEF2C, LTB, EAF2, IRF8, IFIT3, CD19, RIPOR2
pbmc <- RunUMAP(pbmc, dims = 1:10)
## 00:53:00 UMAP embedding parameters a = 0.9922 b = 1.112
## 00:53:00 Read 1694 rows and found 10 numeric columns
## 00:53:00 Using Annoy for neighbor search, n_neighbors = 30
## 00:53:00 Building Annoy index with metric = cosine, n_trees = 50
## 0%   10   20   30   40   50   60   70   80   90   100%
## [----|----|----|----|----|----|----|----|----|----|
## **************************************************|
## 00:53:00 Writing NN index file to temp file /tmp/RtmpryIP7y/file31f834d131f6
## 00:53:00 Searching Annoy index using 1 thread, search_k = 3000
## 00:53:01 Annoy recall = 100%
## 00:53:01 Commencing smooth kNN distance calibration using 1 thread
## 00:53:02 Initializing from normalized Laplacian + noise
## 00:53:02 Commencing optimization for 500 epochs, with 63580 positive edges
## 00:53:03 Optimization finished
saveRDS(pbmc, file = "mild142.rds")

a<-"mild_144_02.csv"
a1<-data.frame(fread(a),check.names=FALSE, row.names=1)
pbmc<- CreateSeuratObject(counts = a1, project = "m3", min.cells = 3, min.features = 200)
pbmc
## An object of class Seurat 
## 15374 features across 913 samples within 1 assay 
## Active assay: RNA (15374 features, 0 variable features)
pbmc[["percent.mt"]] <- PercentageFeatureSet(pbmc, pattern = "^MT-")
pbmc <- subset(pbmc, subset = nFeature_RNA > 200 & nFeature_RNA < 2500 & percent.mt < 5)
pbmc <- NormalizeData(pbmc, normalization.method = "LogNormalize", scale.factor = 10000)
pbmc <- FindVariableFeatures(pbmc, selection.method = "vst", nfeatures = 2000)
all.genes <- rownames(pbmc)
pbmc <- ScaleData(pbmc, features = all.genes)
## Centering and scaling data matrix
pbmc <- RunPCA(pbmc, features = VariableFeatures(object = pbmc))
## PC_ 1 
## Positive:  CTSL, SGK1, APOBEC3A, LILRB2, IL4I1, SIGLEC1, OLR1, LILRB3, C15orf48, SDS 
##     IL1RN, SLC11A1, PLAUR, FN1, SLC43A2, NEAT1, LGMN, EMP1, CTSD, CMKLR1 
##     SERPINA1, SIRPA, CCL2, FCN1, GRINA, LILRB4, DEFB1, CD83, CCL8, DUSP1 
## Negative:  SCGB3A1, MSMB, SLPI, SCGB1A1, WFDC2, TFF3, CXCL17, KRT19, BPIFB1, CCL5 
##     MUC5B, AGR2, SERPINB3, PIGR, MT1E, LCN2, S100P, KRT18, CYP2F1, AKR1C1 
##     GSTA1, HOPX, NKG7, CD2, C19orf33, MUC5AC, LYPD2, ZNF683, CXCL6, PSCA 
## PC_ 2 
## Positive:  CST3, FTH1, HLA-DRA, IFI27, FTL, HLA-DQA1, LYZ, TYROBP, SLPI, AIF1 
##     C1QC, CD74, HLA-DQB1, SCGB1A1, C1QB, WFDC2, MSMB, C1QA, TFF3, SPI1 
##     CXCL17, HLA-DRB5, NPC2, HLA-DPA1, SCGB3A1, KRT19, BPIFB1, HLA-DPB1, FCER1G, VMO1 
## Negative:  CCL5, CD7, PRF1, MALAT1, CD2, NKG7, CD3G, CTSW, GZMB, LAG3 
##     GZMA, CD8A, KLRC1, AHNAK, ALOX5AP, CST7, CD8B, CLEC2D, PTPN22, IFITM1 
##     CXCR6, SLFN5, GZMH, CBLB, SH2D2A, IKZF3, SPOCK2, CCL4, CD44, ITGAE 
## PC_ 3 
## Positive:  DRC3, DNAH9, LDLRAD1, CCDC189, CCDC33, C4orf47, FAM166B, CCDC78, DNAH10, TSNAXIP1 
##     WDR38, SPAG17, RSPH1, ELF3, CCDC170, DNALI1, CAPS, DNAH12, CCDC173, CFAP43 
##     LRRC23, CFAP157, CCDC191, EPHX2, RPGRIP1L, AGBL4, EFHC1, MAP3K19, TXLNB, DNAI2 
## Negative:  FTL, HLA-DPB1, HLA-DPA1, TYROBP, AIF1, HLA-DRB1, HLA-DQB1, C1QC, C1QA, SPI1 
##     C1QB, HLA-DQA1, FCER1G, HLA-DRB5, TUBA1B, MS4A6A, HLA-DRA, CST3, IFI30, NPC2 
##     CALHM6, CD68, LYZ, LGALS1, MNDA, LGALS2, VIM, CD74, PSAP, FGL2 
## PC_ 4 
## Positive:  HLA-DPB1, HLA-DPA1, C1QC, HLA-DQA1, C1QA, C1QB, HLA-DRA, AIF1, SPI1, TYROBP 
##     HLA-DQB1, HLA-DRB1, CALHM6, CD74, HLA-DRB5, MS4A6A, LGALS2, FCER1G, FTL, DNAH12 
##     DRC3, CCDC189, SPAG17, TSNAXIP1, CCDC78, C4orf47, DNAH9, SLC40A1, LDLRAD1, CCDC173 
## Negative:  WFDC2, MSMB, SCGB1A1, TFF3, CXCL17, SLPI, S100P, LCN2, BPIFB1, SCGB3A1 
##     KRT19, AKR1C1, CYP2F1, AGR2, SERPINB3, MDK, KRT18, MUC5B, S100A6, PRSS23 
##     C19orf33, LYPD2, CEACAM6, MUC5AC, PIGR, KRT7, PSCA, S100A14, CXCL6, FXYD3 
## PC_ 5 
## Positive:  IGFBP7, C9orf24, C20orf85, VEGFA, NR4A3, HAPLN3, SNTN, C1orf194, RGS1, CD38 
##     PML, ETV6, CFAP43, CAPSL, PIFO, CREM, SAXO2, TMEM190, AREG, MORN2 
##     SCIN, IGFBP2, C9orf135, ISG15, FAM229B, PPP1R42, NT5C3A, PITPNA, DUSP2, IDO1 
## Negative:  RND3, ULK1, GLB1L, LIMS2, MAN2C1, MNT, PTPRM, MARCO, ZNF469, PDK4 
##     PLD3, ADCK5, PLIN2, SEPTIN10, APOC1, H2BC8, CDH23, GPNMB, AHI1, PTPN13 
##     PPP2R3B, H3C7, CASP5, SLC3A2, TIMP2, RRP12, DPY19L2, DNAAF1, NR1H3, PITPNM1
pbmc <- RunUMAP(pbmc, dims = 1:10)
## 00:53:18 UMAP embedding parameters a = 0.9922 b = 1.112
## 00:53:18 Read 375 rows and found 10 numeric columns
## 00:53:18 Using Annoy for neighbor search, n_neighbors = 30
## 00:53:18 Building Annoy index with metric = cosine, n_trees = 50
## 0%   10   20   30   40   50   60   70   80   90   100%
## [----|----|----|----|----|----|----|----|----|----|
## **************************************************|
## 00:53:18 Writing NN index file to temp file /tmp/RtmpryIP7y/file31f878f7042b
## 00:53:18 Searching Annoy index using 1 thread, search_k = 3000
## 00:53:18 Annoy recall = 100%
## 00:53:19 Commencing smooth kNN distance calibration using 1 thread
## 00:53:19 Initializing from normalized Laplacian + noise
## 00:53:19 Commencing optimization for 500 epochs, with 13450 positive edges
## 00:53:20 Optimization finished
saveRDS(pbmc, file = "mild144.rds")

a<-"severe_143_02.csv"
a1<-data.frame(fread(a),check.names=FALSE, row.names=1)
pbmc<- CreateSeuratObject(counts = a1, project = "s1", min.cells = 3, min.features = 200)
pbmc
## An object of class Seurat 
## 18344 features across 20286 samples within 1 assay 
## Active assay: RNA (18344 features, 0 variable features)
pbmc[["percent.mt"]] <- PercentageFeatureSet(pbmc, pattern = "^MT-")
pbmc <- subset(pbmc, subset = nFeature_RNA > 200 & nFeature_RNA < 2500 & percent.mt < 5)
pbmc <- NormalizeData(pbmc, normalization.method = "LogNormalize", scale.factor = 10000)
pbmc <- FindVariableFeatures(pbmc, selection.method = "vst", nfeatures = 2000)
all.genes <- rownames(pbmc)
pbmc <- ScaleData(pbmc, features = all.genes)
## Centering and scaling data matrix
pbmc <- RunPCA(pbmc, features = VariableFeatures(object = pbmc))
## PC_ 1 
## Positive:  CD2, IL32, CD3E, PTPRCAP, CD7, GZMA, CD3D, CCL5, CD247, TRBC2 
##     LCK, OCIAD2, CD96, PRF1, LIMD2, LDHB, SPOCK2, GZMB, SEPTIN1, SH2D2A 
##     IL2RB, LTB, SYNE2, ETS1, CLEC2D, RPSA, CD3G, ZAP70, MZT2A, RPS4X 
## Negative:  CTSL, CCL2, CST3, CTSB, CTSD, IL1RN, APOBEC3A, S100A9, S100A8, PLAUR 
##     LGALS3, MAFB, SGK1, LYZ, FCN1, TIMP1, CCL3, CXCL10, CSTB, HLA-DRA 
##     IGSF6, S100A6, DEFB1, LILRB4, CCL8, IDO1, SLC11A1, CALHM6, ATF5, CD163 
## PC_ 2 
## Positive:  HCAR3, FCGR3B, HCAR2, PLAU, TNFAIP6, G0S2, CCL3L1, CXCL8, CCL4L2, PI3 
##     HES4, CXCR4, VEGFA, CARD17, RSAD2, CLEC4E, RGL4, PPIF, SLPI, S100P 
##     FFAR2, OSM, IRAK2, CMTM2, S100A8, NFKBIA, KATNBL1, DDIT3, SELL, GADD45B 
## Negative:  CD74, RPS27, HLA-DPA1, CTSB, HLA-DRB1, CST3, HLA-DPB1, RPS18, CTSL, PPDPF 
##     RPS15A, HLA-DRA, RPS6, CALR, RPS3, CTSZ, HLA-DRB5, RPS5, FABP5, HSPA8 
##     RPS4X, CTSC, HSP90AB1, RPLP0, RPL3, GSTP1, ACP5, LILRB4, HSPB1, CHCHD10 
## PC_ 3 
## Positive:  ELF3, KRT8, KRT18, KRT19, CLDN4, WFDC2, CAPS, C9orf24, C20orf85, FAM183A 
##     SMIM22, TACSTD2, TMEM190, CLDN3, MUC4, TPPP3, FXYD3, CCDC78, CXCL17, CLDN7 
##     C1orf194, RSPH1, C9orf116, ZMYND10, TSPAN1, DNALI1, NUPR1, DYNLRB2, CD24, LCN2 
## Negative:  S100A4, CTSC, TNFSF10, APOBEC3A, CORO1A, CTSL, CD52, CCL2, FCN1, CTSB 
##     PTPRE, LYZ, EVL, GIMAP7, CXCL10, CCL3, MAFB, DUSP6, CD2, ATF5 
##     IL1RN, GZMA, NCF1, RIN2, NKG7, LILRA5, DEFB1, CD7, IL4I1, CCL8 
## PC_ 4 
## Positive:  TNFSF10, DUSP6, APOBEC3A, FCN1, LILRA5, WARS1, IFIT1, ACTG1, RIN2, PTPRE 
##     IL1RN, VCAN, NCF1, MAFB, S100A12, ATF5, CLU, SERPINB1, CXCL11, S100A4 
##     S100A9, SERPINB9, IFIT2, S100A8, CXCL10, PLAC8, LYZ, OASL, ACOD1, CD300E 
## Negative:  APOE, SERPINH1, HSPB1, HSPA6, C1QC, C1QA, C1QB, DNAJB1, APOC1, BAG3 
##     FKBP4, CCL18, HSPH1, DNAJA4, HSPA1B, HSPD1, GPNMB, HSPA1A, IER5, HSPE1 
##     ZFAND2A, CACYBP, G0S2, TCEAL9, CRYAB, PLAU, LGMN, GADD45B, SCD, NRP2 
## PC_ 5 
## Positive:  DNAJB1, HSPA1A, HSPA1B, HSPA6, HSPH1, BAG3, HSP90AA1, DNAJA4, HSPD1, HSPB1 
##     FKBP4, ZFAND2A, CACYBP, HSP90AB1, SERPINH1, HSPE1, HSPA8, IER5, OLIG1, S100A12 
##     FCN1, S100A9, UBB, CRYAB, NR4A1, S100A8, ENGASE, DNAJB4, TENT5A, MRPL18 
## Negative:  C1QC, C1QB, C1QA, APOE, APOC1, GPNMB, NR1H3, LGMN, HLA-DQA1, CCL18 
##     PLD3, FPR3, A2M, MSR1, TREM2, SCD, KCNMA1, NUPR1, GCHFR, MMP14 
##     PLTP, VSIG4, TSPAN4, MGLL, CD276, FN1, PLA2G7, GM2A, NRP2, VAT1
pbmc <- RunUMAP(pbmc, dims = 1:10)
## 00:54:04 UMAP embedding parameters a = 0.9922 b = 1.112
## 00:54:04 Read 12840 rows and found 10 numeric columns
## 00:54:04 Using Annoy for neighbor search, n_neighbors = 30
## 00:54:04 Building Annoy index with metric = cosine, n_trees = 50
## 0%   10   20   30   40   50   60   70   80   90   100%
## [----|----|----|----|----|----|----|----|----|----|
## **************************************************|
## 00:54:06 Writing NN index file to temp file /tmp/RtmpryIP7y/file31f86f684b9c
## 00:54:06 Searching Annoy index using 1 thread, search_k = 3000
## 00:54:10 Annoy recall = 100%
## 00:54:10 Commencing smooth kNN distance calibration using 1 thread
## 00:54:11 Initializing from normalized Laplacian + noise
## 00:54:11 Commencing optimization for 200 epochs, with 506242 positive edges
## 00:54:16 Optimization finished
saveRDS(pbmc, file = "severe143.rds")

a<-"severe_145_02.csv"
a1<-data.frame(fread(a),check.names=FALSE, row.names=1)
pbmc<- CreateSeuratObject(counts = a1, project = "s2", min.cells = 3, min.features = 200)
pbmc
## An object of class Seurat 
## 17524 features across 17395 samples within 1 assay 
## Active assay: RNA (17524 features, 0 variable features)
pbmc[["percent.mt"]] <- PercentageFeatureSet(pbmc, pattern = "^MT-")
pbmc <- subset(pbmc, subset = nFeature_RNA > 200 & nFeature_RNA < 2500 & percent.mt < 5)
pbmc <- NormalizeData(pbmc, normalization.method = "LogNormalize", scale.factor = 10000)
pbmc <- FindVariableFeatures(pbmc, selection.method = "vst", nfeatures = 2000)
all.genes <- rownames(pbmc)
pbmc <- ScaleData(pbmc, features = all.genes)
## Centering and scaling data matrix
pbmc <- RunPCA(pbmc, features = VariableFeatures(object = pbmc))
## PC_ 1 
## Positive:  CTSL, FTL, CTSB, IFI30, PSAP, CTSD, CST3, CCL2, HLA-DRA, CD68 
##     CSTB, GLUL, HLA-DRB1, CD63, MAFB, GRN, CD163, LGALS3, TIMP1, MS4A4A 
##     CD74, LGMN, PLAUR, SERPINA1, HLA-DRB5, CCL8, SAT1, HLA-DPA1, HMOX1, DEFB1 
## Negative:  CCL5, PTPRCAP, IL32, CD7, CD3E, CD2, GZMA, GZMB, PRF1, CD3D 
##     NKG7, GNLY, CST7, TRBC2, SYNE2, CD247, CD8B, CD8A, LINC01871, GZMH 
##     C12orf75, GZMK, OCIAD2, CLIC3, ETS1, LCK, GNG2, TRAC, CD3G, CD96 
## PC_ 2 
## Positive:  CCL5, PTPRCAP, CD7, CD2, GZMA, CD3E, IL32, GZMB, PRF1, NKG7 
##     CD3D, GNLY, CST7, CD247, TRBC2, GZMH, LINC01871, CD8B, CD8A, GZMK 
##     GNG2, ETS1, KLRD1, CD3G, LCK, CD96, TRAC, CTSW, IL2RB, SH2D2A 
## Negative:  KRT8, CD24, CYP4B1, TSPAN1, KRT19, FXYD3, SMIM22, FAM183A, C9orf24, RSPH1 
##     C20orf85, WFDC2, GSTA1, C1orf194, KRT18, TACSTD2, CAPS, MUC4, DYNLRB2, C19orf33 
##     CHST9, AGR3, PIFO, PIGR, LRRIQ1, ALDH1A1, SLPI, MS4A8, ELF3, PERP 
## PC_ 3 
## Positive:  CYBA, LGALS1, CD74, HLA-DRB5, RPS18, RPL18A, C1QA, RPLP0, ALDOA, HCST 
##     CD68, CALR, RPS5, RPSA, HLA-DRB1, C1QC, MTRNR2L12, CAPG, RPS4X, MT-ND4L 
##     ATP6V0C, HLA-DPB1, SYNGR2, PTMS, HLA-DQA1, PRDX1, RPL10A, HLA-DMA, C1QB, CTSC 
## Negative:  S100A8, IFIT2, CCL2, IFIT1, RSAD2, CXCL10, TNFAIP6, SLPI, S100A12, IFIT3 
##     CEACAM1, CCL3L1, CXCL8, WFDC2, SCGB3A1, HCAR3, MSMB, BPIFA1, STEAP4, CH25H 
##     PROK2, SAT1, RSPH1, KCNJ15, SCGB1A1, TNFSF10, AGR2, SERPINB3, GSTA1, LYZ 
## PC_ 4 
## Positive:  IL1RN, CXCL10, TNFSF10, ISG15, CCL3L1, FCN1, IFIT1, APOBEC3A, IFIT2, LYZ 
##     PLAC8, S100A8, IFIT3, ISG20, CXCL11, IDO1, RSAD2, HPSE, S100A4, SERPINB9 
##     HES4, ZFP36, DEFB1, IL27, IFITM1, CCL3, OLR1, MT2A, ATF5, JUNB 
## Negative:  APOE, CCL18, LGMN, APOC1, GPNMB, C1QC, C1QB, CTSD, RNASE1, CTSL 
##     FABP5, FTL, SMPDL3A, C1QA, NR1H3, NRP2, ZNF638, PLIN2, CSTB, TSPAN4 
##     PLA2G7, CTSZ, LMNA, PLD3, CYB5A, PLTP, PLPP3, CD163, VAT1, ACP2 
## PC_ 5 
## Positive:  C9orf24, RSPH1, C20orf85, FAM183A, C1orf194, DYNLRB2, PIFO, LRRIQ1, C9orf116, CAPS 
##     SNTN, MORN2, DNAH12, C9orf135, C5orf49, CFAP300, FAM229B, CFAP53, MORN5, ENKUR 
##     KIF9, C11orf88, LDLRAD1, CCDC146, TPPP3, DNAH10, EFCAB1, PPIL6, CCDC170, CAPSL 
## Negative:  LYPD2, CEACAM6, CXCL17, LCN2, KRT19, TACSTD2, KRT4, GPRC5A, KRT7, CEACAM5 
##     F3, S100P, MUC1, AQP5, LMO7, GABRP, KLF5, SLC6A14, SERPINB3, S100A14 
##     STEAP4, C19orf33, MSMB, EPS8L1, MALL, RND3, KRT13, ELF3, CXCL6, MSLN
pbmc <- RunUMAP(pbmc, dims = 1:10)
## 00:56:15 UMAP embedding parameters a = 0.9922 b = 1.112
## 00:56:15 Read 13807 rows and found 10 numeric columns
## 00:56:15 Using Annoy for neighbor search, n_neighbors = 30
## 00:56:15 Building Annoy index with metric = cosine, n_trees = 50
## 0%   10   20   30   40   50   60   70   80   90   100%
## [----|----|----|----|----|----|----|----|----|----|
## **************************************************|
## 00:56:17 Writing NN index file to temp file /tmp/RtmpryIP7y/file31f864925d00
## 00:56:17 Searching Annoy index using 1 thread, search_k = 3000
## 00:56:21 Annoy recall = 100%
## 00:56:21 Commencing smooth kNN distance calibration using 1 thread
## 00:56:22 Initializing from normalized Laplacian + noise
## 00:56:22 Commencing optimization for 200 epochs, with 549062 positive edges
## 00:56:27 Optimization finished
saveRDS(pbmc, file = "severe145.rds")

a<-"severe_146_02.csv"
a1<-data.frame(fread(a),check.names=FALSE, row.names=1)
pbmc<- CreateSeuratObject(counts = a1, project = "s3", min.cells = 3, min.features = 200)
pbmc
## An object of class Seurat 
## 16544 features across 3398 samples within 1 assay 
## Active assay: RNA (16544 features, 0 variable features)
pbmc[["percent.mt"]] <- PercentageFeatureSet(pbmc, pattern = "^MT-")
pbmc <- subset(pbmc, subset = nFeature_RNA > 200 & nFeature_RNA < 2500 & percent.mt < 5)
pbmc <- NormalizeData(pbmc, normalization.method = "LogNormalize", scale.factor = 10000)
pbmc <- FindVariableFeatures(pbmc, selection.method = "vst", nfeatures = 2000)
all.genes <- rownames(pbmc)
pbmc <- ScaleData(pbmc, features = all.genes)
## Centering and scaling data matrix
pbmc <- RunPCA(pbmc, features = VariableFeatures(object = pbmc))
## PC_ 1 
## Positive:  ELF3, CLDN4, CAPS, TNFRSF12A, KRT19, CFAP157, GSTP1, SNHG12, CLDN3, SOX4 
##     GPX4, UBXN11, LRRC23, TUBB4B, FOXJ1, NUPR1, KRT18, PPDPF, H4C3, RRAD 
##     RPS18, PRDX5, RPLP0, PLXNB2, KRT8, GDF15, SNHG8, ZMYND10, ATP5IF1, DRC3 
## Negative:  CCL3L1, FTL, APOBEC3A, HCAR3, CXCL8, G0S2, PI3, PLAUR, CCL4L2, S100A12 
##     IL1B, TXNIP, CCL3, PROK2, C15orf48, OSM, S100A4, ZFP36, ATP2B1-AS1, CCL4 
##     CD177, ANXA2R, HMOX1, CD22, CD14, NPC2, KLF2, DUSP6, TMSB4X, SLAMF7 
## PC_ 2 
## Positive:  LGALS1, HLA-DRB1, HLA-DRA, HLA-DPA1, HLA-DRB5, CTSB, VIM, CTSL, CD74, HLA-DPB1 
##     PPIA, CAPG, CST3, RPS24, LILRB4, HAVCR2, CD81, EEF1A1, ANXA5, LAIR1 
##     ATP1B3, RPL10, CTSC, PTMA, CD68, ACP5, HCST, ADA2, CTSZ, PRDX1 
## Negative:  CFAP157, ELF3, CAPS, CLDN4, SLPI, CLDN3, DRC3, ZMYND10, FOXJ1, KRT19 
##     FAM183A, RSPH1, LRRIQ1, CCDC40, MUC4, C9orf24, LRRC46, RRAD, CCDC114, SOX4 
##     C20orf85, DNAH11, SPAG17, HYDIN, VWA3A, TNFRSF12A, C1orf194, LRRC23, WDR60, KRT8 
## PC_ 3 
## Positive:  PTPRCAP, CD2, CD3E, CD3D, PRF1, TRBC2, CD247, LCK, TRAC, CD96 
##     CCL5, GZMA, CD3G, CD7, GZMB, GIMAP7, CD8A, LAG3, ZAP70, SPOCK2 
##     NKG7, FYN, CHST12, GZMM, GPRIN3, IKZF3, CTSW, EVL, IL2RB, CD6 
## Negative:  CTSL, FTL, CST3, CTSB, LILRB4, CD68, CTSZ, HLA-DRA, CD163, LGMN 
##     PLA2G7, DAB2, PLD3, SDS, FNIP2, KYNU, IL4I1, C15orf48, GPNMB, MMP19 
##     CREG1, MSR1, LAIR1, ATOX1, MAFB, C1QA, RGL1, LHFPL2, GRN, CPM 
## PC_ 4 
## Positive:  PIK3R3, PLCG2, DNAH11, HEXIM1, AHI1, PIEZO1, WDR6, MUC16, ID2, SPG11 
##     MACC1, KCNQ1OT1, EFHC1, HSPA2, H3C1, H4C2, CDKN2B, TAF4B, CDRT1, PLK2 
##     SPAG17, ATP2C2, H2AC17, BEST4, MAFB, H4-16, MUC4, DLEC1, FBXW10, DOC2A 
## Negative:  C20orf85, PRDX5, C9orf116, IGFBP2, TUBA4B, C1orf194, C9orf24, CAPS, GSTP1, C5orf49 
##     NUPR1, FAM183A, ATP5IF1, RNF187, KRT8, KRT18, IGFBP7, CATSPERD, MORN2, CLDN3 
##     DMKN, DNALI1, WDR38, ROPN1L, RRAD, PIFO, TPPP3, PPIL6, DYNLRB2, PLPP2 
## PC_ 5 
## Positive:  DNAH3, CFAP47, DLEC1, EFHC1, DNAH12, TTLL10, VWA3A, DNAH6, RP1, LINC02832 
##     HYDIN, DTHD1, CDHR3, LRRC74B, CFAP65, CCDC17, DNAH9, DNAI1, CFAP100, LRRIQ1 
##     DOC2A, CDHR4, CFAP54, CCDC40, SPAG17, CFAP46, SAXO2, CFAP43, CCDC30, CROCC2 
## Negative:  IGFBP3, LMO7, LAMB3, MACC1, KRT7, LRRC8A, EPS8L1, TSHZ2, TACSTD2, PRSS23 
##     MAL2, ADIRF, ASS1, TM4SF1, ZNF431, GALNT5, SCGB1A1, S100A2, FGFR1, SPINK5 
##     MISP, H2AC11, SOX4, DST, RND3, LMTK3, MUC5AC, CDKN2B, EPS8L2, FSTL3
pbmc <- RunUMAP(pbmc, dims = 1:10)
## 00:58:05 UMAP embedding parameters a = 0.9922 b = 1.112
## 00:58:05 Read 2256 rows and found 10 numeric columns
## 00:58:05 Using Annoy for neighbor search, n_neighbors = 30
## 00:58:05 Building Annoy index with metric = cosine, n_trees = 50
## 0%   10   20   30   40   50   60   70   80   90   100%
## [----|----|----|----|----|----|----|----|----|----|
## **************************************************|
## 00:58:05 Writing NN index file to temp file /tmp/RtmpryIP7y/file31f869bfe204
## 00:58:05 Searching Annoy index using 1 thread, search_k = 3000
## 00:58:06 Annoy recall = 100%
## 00:58:06 Commencing smooth kNN distance calibration using 1 thread
## 00:58:07 Initializing from normalized Laplacian + noise
## 00:58:07 Commencing optimization for 500 epochs, with 92048 positive edges
## 00:58:09 Optimization finished
saveRDS(pbmc, file = "severe146.rds")

a<-"severe_148_02.csv"
a1<-data.frame(fread(a),check.names=FALSE, row.names=1)
pbmc<- CreateSeuratObject(counts = a1, project = "s4", min.cells = 3, min.features = 200)
pbmc
## An object of class Seurat 
## 17460 features across 2398 samples within 1 assay 
## Active assay: RNA (17460 features, 0 variable features)
pbmc[["percent.mt"]] <- PercentageFeatureSet(pbmc, pattern = "^MT-")
pbmc <- subset(pbmc, subset = nFeature_RNA > 200 & nFeature_RNA < 2500 & percent.mt < 5)
pbmc <- NormalizeData(pbmc, normalization.method = "LogNormalize", scale.factor = 10000)
pbmc <- FindVariableFeatures(pbmc, selection.method = "vst", nfeatures = 2000)
all.genes <- rownames(pbmc)
pbmc <- ScaleData(pbmc, features = all.genes)
## Centering and scaling data matrix
pbmc <- RunPCA(pbmc, features = VariableFeatures(object = pbmc))
## PC_ 1 
## Positive:  CD3E, IL32, CD7, CD3D, PTPRCAP, CD2, ETS1, TRBC2, CD247, CLEC2D 
##     OCIAD2, LCK, SH2D2A, RORA, SEPTIN1, LDHB, CCL5, IL7R, SPOCK2, SYNE2 
##     ZAP70, RPL5, RPSA, PRF1, CD6, CD96, PDCD4, TRAC, NKG7, GZMM 
## Negative:  FTL, IFI30, LYZ, CCL2, IL1RN, CTSL, APOBEC3A, CTSB, CD68, S100A9 
##     MAFB, TIMP1, FCN1, S100A8, CD300E, SGK1, CTSD, C15orf48, GLUL, PLAUR 
##     EMP1, HLA-DRA, CD14, CCL8, CD63, CYBB, MS4A6A, CD163, TGFBI, DUSP6 
## PC_ 2 
## Positive:  FCGR3B, IFIT2, IFIT3, S100A8, TNFAIP6, G0S2, IFIT1, CMTM2, S100A9, CXCR2 
##     PDE4B, SELL, HCAR3, TNFSF10, PROK2, RSAD2, ALOX5AP, ADGRG3, HCAR2, FFAR2 
##     ZBP1, MNDA, PI3, GBP5, PLEK, CXCL8, ALPL, PHACTR1, IL1RN, IL1B 
## Negative:  LGALS3, S100A10, EEF1A1, RPS8, GSTP1, CSTB, RPL13, PRDX1, RPS12, LMNA 
##     PDLIM1, CTSB, CD74, VIM, CD9, CALR, CLDN7, ANXA1, CD63, RPS27 
##     PPDPF, TUBB4B, UBC, RPLP0, HSP90AA1, RPS18, RHOB, RPS5, RPS15A, SSR4 
## PC_ 3 
## Positive:  ELF3, KRT8, CLDN7, AKR1C2, PDLIM1, KIAA1522, SMIM22, KRT19, MUC4, CLDN4 
##     CAPS, SLPI, CD24, RSPH1, GPX2, KRT7, SOX4, CLDN3, MAL2, C19orf33 
##     PPL, PPIL6, TSPAN1, KRT18, KLF5, TACSTD2, WFDC2, FXYD3, GSTA1, CXCL17 
## Negative:  VIM, EEF1A1, RPS27, RPS12, RPS3, RPL23A, RPS29, CALR, PABPC1, RPS4X 
##     RPS27A, RPS15A, RPL13, RPS6, RPL3, RPS8, CD3E, CD7, EMP3, RPSA 
##     HSPA8, RPS5, IL32, RPL5, CD3D, PTPRCAP, RPS18, RPS3A, RGS1, CD74 
## PC_ 4 
## Positive:  APOE, C1QC, APOC1, C1QA, C1QB, GPNMB, CCL18, LGMN, NR1H3, TREM2 
##     FABP5, CD276, HLA-DQA1, VAT1, SCD, GCHFR, ACP2, CD9, PLTP, A2M 
##     PMP22, CREG1, FTL, CD81, MRAS, HLA-DPB1, APOC2, TUBB, HLA-DPA1, SPP1 
## Negative:  S100A12, FCN1, VCAN, APOBEC3A, ZFP36, CKAP4, CD300E, HPSE, S100A9, S100A8 
##     LYZ, TNFSF10, FOS, LILRA5, WARS1, RIN2, NEXN, MAFB, RSAD2, NCF1 
##     DUSP6, CFP, EMP1, GBP1, IFIT2, GCH1, FOSB, IL1RN, NLRP3, CCL7 
## PC_ 5 
## Positive:  ADIRF, KLK11, DSG2, MET, EFNA1, C19orf33, S100A2, ASS1, SULT2B1, MSLN 
##     FSTL1, CEACAM5, VSIG2, LY6D, S100A14, MYO5B, HSPB8, CAV2, TM4SF1, KRTCAP3 
##     FGFBP1, MAL2, S100A16, AGR2, EPS8L1, BCAR1, FST, ITPKC, GPRC5A, KRT15 
## Negative:  PPIL6, CFAP157, PACRG, GDF15, CFAP53, H2BC18, GULP1, CCDC78, RSPH1, PIFO 
##     MAP1B, GIHCG, SPEF1, IQCK, CSKMT, C1orf194, CFAP45, MOV10L1, SH3BGR, C9orf24 
##     CAPS, SLC25A4, AARS1, COL1A1, ALDH3A1, DNAH11, H2BC9, SOX2, PABPC1L, GTF2IRD1
pbmc <- RunUMAP(pbmc, dims = 1:10)
## 00:58:27 UMAP embedding parameters a = 0.9922 b = 1.112
## 00:58:27 Read 697 rows and found 10 numeric columns
## 00:58:27 Using Annoy for neighbor search, n_neighbors = 30
## 00:58:27 Building Annoy index with metric = cosine, n_trees = 50
## 0%   10   20   30   40   50   60   70   80   90   100%
## [----|----|----|----|----|----|----|----|----|----|
## **************************************************|
## 00:58:27 Writing NN index file to temp file /tmp/RtmpryIP7y/file31f836eecf6d
## 00:58:27 Searching Annoy index using 1 thread, search_k = 3000
## 00:58:27 Annoy recall = 100%
## 00:58:28 Commencing smooth kNN distance calibration using 1 thread
## 00:58:28 Initializing from normalized Laplacian + noise
## 00:58:28 Commencing optimization for 500 epochs, with 26150 positive edges
## 00:58:29 Optimization finished
saveRDS(pbmc, file = "severe148.rds")

a<-"severe_149_02.csv"
a1<-data.frame(fread(a),check.names=FALSE, row.names=1)
pbmc<- CreateSeuratObject(counts = a1, project = "s5", min.cells = 3, min.features = 200)
pbmc
## An object of class Seurat 
## 16724 features across 2483 samples within 1 assay 
## Active assay: RNA (16724 features, 0 variable features)
pbmc[["percent.mt"]] <- PercentageFeatureSet(pbmc, pattern = "^MT-")
pbmc <- subset(pbmc, subset = nFeature_RNA > 200 & nFeature_RNA < 2500 & percent.mt < 5)
pbmc <- NormalizeData(pbmc, normalization.method = "LogNormalize", scale.factor = 10000)
pbmc <- FindVariableFeatures(pbmc, selection.method = "vst", nfeatures = 2000)
all.genes <- rownames(pbmc)
pbmc <- ScaleData(pbmc, features = all.genes)
## Centering and scaling data matrix
pbmc <- RunPCA(pbmc, features = VariableFeatures(object = pbmc))
## PC_ 1 
## Positive:  CST3, CTSL, IFI30, FTL, TYROBP, CTSD, FCER1G, CD68, CTSB, CCL2 
##     LGALS1, CD63, MS4A4A, CD163, CCL8, PSAP, FTH1, GLUL, MAFB, TIMP1 
##     GRN, NPC2, TYMP, AIF1, LGALS3, CREG1, FCGRT, HLA-DRA, MS4A6A, MARCKS 
## Negative:  IL32, CD3E, PTPRCAP, EVL, SPOCK2, IL7R, CD2, CD3D, LIMD2, CD247 
##     GPR171, RAC2, OCIAD2, LCK, BTG1, LDHB, ETS1, ZFP36L2, CCL5, CD7 
##     SYNE2, CD69, LTB, TRBC2, GIMAP7, PRF1, CLEC2D, ODF2L, PARP8, PIM2 
## PC_ 2 
## Positive:  SRGN, CD69, CD3E, RAC2, PTPRCAP, IL7R, ALOX5AP, CD52, LIMD2, IL32 
##     CD2, GIMAP7, EVL, SPOCK2, CCL5, CD3D, CCL4, LSP1, FTL, BTG1 
##     EMP3, CD247, LCK, GPR171, TYROBP, PRF1, CYTIP, LYAR, NKG7, TRBC2 
## Negative:  TACSTD2, ELF3, CLDN7, KRT7, MUC4, C19orf33, CXCL17, WFDC2, GPRC5A, CEACAM6 
##     CLDN4, MAL2, LMO7, KRT19, ALDH1A3, ADGRF1, FXYD3, S100A14, PLAAT2, SLC6A14 
##     SDCBP2, F3, C1orf116, MUC1, MUC16, ASS1, TM4SF1, CD24, SDC1, AGR2 
## PC_ 3 
## Positive:  FCGR3B, CSF3R, S100A8, SLC25A37, FPR1, CLEC4E, S100A9, BCL2A1, SELL, MNDA 
##     IFIT2, IL1RN, TNFAIP6, HES4, NCF1, HCAR3, HCAR2, CEACAM1, ISG15, SAT1 
##     TNFSF10, CLEC4A, P2RY13, FTH1, MT2A, CMTM2, SOD2, IGSF6, PHACTR1, TLR2 
## Negative:  MTRNR2L12, JUN, CCL5, NKG7, CALR, ARL4C, PRF1, CD3E, LAG3, IL32 
##     S100A10, ANXA1, CD2, ZFP36L2, CALM1, CTSC, CD3D, BTG1, CD7, PTPRCAP 
##     GZMB, GZMA, CD52, CD8A, EVL, PLAAT4, LCK, CLIC3, HLA-DPA1, CD8B 
## PC_ 4 
## Positive:  SLC6A14, MALL, S100A14, CEACAM6, SPINT1, CEACAM5, SCEL, EHF, PRSS8, KRT15 
##     SULT2B1, GPRC5A, SDC1, PLS3, S100A16, ASS1, PODXL, MPZL2, NEAT1, MUC21 
##     KLK10, MYH14, VSIG2, GRHL3, SDCBP2, SPNS2, PPL, LRRC8A, LRATD1, AQP5 
## Negative:  MORN2, C1orf194, SNTN, DNALI1, CAPS, CETN2, FAM81B, TMEM190, C20orf85, RSPH1 
##     PIFO, C9orf24, CFAP126, PPIL6, CLDN3, DPCD, TSPAN19, TUBA4B, TPPP3, C9orf116 
##     PFN2, IFT22, FAM183A, C5orf49, EFCAB1, SAA1, WDR38, ANKRD44-AS1, C9orf135, AKAP14 
## PC_ 5 
## Positive:  APOE, SLC16A10, AREG, TSC22D1, VEGFA, H2AC6, G0S2, SDC2, APOC1, CREM 
##     ATP13A3, CD9, GPR183, ZNF331, SDS, ELL2, SOD2, TMEM38B, RGS1, PMP22 
##     HLA-DQA1, CHMP1B, CD83, AVPI1, RAB7B, BTG1, SQSTM1, TREM2, IL1R1, CKS2 
## Negative:  ACTB, FCN1, C1orf162, LILRA5, MS4A6A, ACTG1, SSB, S100A8, CXCL10, S100A4 
##     S100A9, BLVRA, LYZ, NKG7, TYMP, CBR1, PLBD1, CMKLR1, APOBEC3A, PRF1 
##     CCL5, PLAAT4, TNFSF10, GZMA, CD8A, MPEG1, HSPB1, ASGR1, GZMB, CD38
pbmc <- RunUMAP(pbmc, dims = 1:10)
## 00:58:39 UMAP embedding parameters a = 0.9922 b = 1.112
## 00:58:39 Read 1702 rows and found 10 numeric columns
## 00:58:39 Using Annoy for neighbor search, n_neighbors = 30
## 00:58:39 Building Annoy index with metric = cosine, n_trees = 50
## 0%   10   20   30   40   50   60   70   80   90   100%
## [----|----|----|----|----|----|----|----|----|----|
## **************************************************|
## 00:58:40 Writing NN index file to temp file /tmp/RtmpryIP7y/file31f87093a96
## 00:58:40 Searching Annoy index using 1 thread, search_k = 3000
## 00:58:40 Annoy recall = 100%
## 00:58:40 Commencing smooth kNN distance calibration using 1 thread
## 00:58:41 Initializing from normalized Laplacian + noise
## 00:58:41 Commencing optimization for 500 epochs, with 64604 positive edges
## 00:58:43 Optimization finished
saveRDS(pbmc, file = "severe149.rds")

a<-"severe_152_02.csv"
a1<-data.frame(fread(a),check.names=FALSE, row.names=1)
pbmc<- CreateSeuratObject(counts = a1, project = "s6", min.cells = 3, min.features = 200)
pbmc
## An object of class Seurat 
## 17352 features across 6960 samples within 1 assay 
## Active assay: RNA (17352 features, 0 variable features)
pbmc[["percent.mt"]] <- PercentageFeatureSet(pbmc, pattern = "^MT-")
pbmc <- subset(pbmc, subset = nFeature_RNA > 200 & nFeature_RNA < 2500 & percent.mt < 5)
pbmc <- NormalizeData(pbmc, normalization.method = "LogNormalize", scale.factor = 10000)
pbmc <- FindVariableFeatures(pbmc, selection.method = "vst", nfeatures = 2000)
all.genes <- rownames(pbmc)
pbmc <- ScaleData(pbmc, features = all.genes)
## Centering and scaling data matrix
pbmc <- RunPCA(pbmc, features = VariableFeatures(object = pbmc))
## PC_ 1 
## Positive:  CST3, C15orf48, MAFB, TIMP1, GLUL, IFI30, BCL2A1, S100A9, CD163, SOD2 
##     PLAUR, EMP1, S100A8, LYZ, SERPINA1, FCGR2A, LGALS3, CCL7, PLEK, CTSZ 
##     HLA-DRA, IGSF6, CYP1B1, MARCKS, FCGR1A, PLIN2, MMP19, LAIR1, C5AR1, FNIP2 
## Negative:  IL32, CD27, CCL5, GZMA, CD3E, PTPRCAP, GZMB, LIMD2, CD3D, CD7 
##     GNLY, CD2, CD8A, PRF1, TRBC2, CD8B, NKG7, LDHB, HMGB1, SEPTIN1 
##     LINC01871, LCK, C12orf75, CLEC2D, EVL, TRAC, LIME1, CD3G, ETS1, GZMH 
## PC_ 2 
## Positive:  NKG7, CCL5, GZMA, GZMB, CD3E, CD7, CD3D, CD8A, PRF1, CD2 
##     CD8B, GNLY, LINC01871, PLAAT4, TRBC2, IL32, CST7, EVL, LCK, CD3G 
##     GZMH, LAG3, CLIC3, GZMK, CBLB, ARL4C, CD96, LBH, TRAC, LIMD2 
## Negative:  JCHAIN, MZB1, DERL3, HSP90B1, IGHG1, IGHG4, IGLC3, IGHV4-34, SEC11C, IGLV3-19 
##     POU2AF1, FKBP11, IGHA1, TXNDC5, MYDGF, CPNE5, PRDX4, CD79A, IGLL5, TNFRSF17 
##     LMAN1, SSR4, SDF2L1, HSPA5, ELL2, SDC1, TENT5C, CCR10, SYVN1, ITM2C 
## PC_ 3 
## Positive:  CD74, PPIB, HSP90B1, MANF, MYDGF, IGLC3, MZB1, IGHG4, HSPA5, PDIA4 
##     FKBP11, TMED9, JCHAIN, SEC11C, IGHG1, DERL3, S100A8, LMAN1, RPN2, POU2AF1 
##     IFI30, CCL7, ERLEC1, CD38, HSPD1, SRM, DERL1, BCL2A1, SMC4, CD163 
## Negative:  KRT19, KRT7, KLF5, C19orf33, KRT8, ELF3, SFN, TSPAN1, KRT17, CD24 
##     CAPS, RND3, GRAMD2B, ZMYND10, FAM183A, KRT18, CFAP77, SMIM22, RSPH4A, LRRIQ1 
##     CCDC190, SAXO2, CLDN3, AGR2, C9orf135, C9orf116, FXYD3, DNALI1, ADH7, C1orf194 
## PC_ 4 
## Positive:  SIT1, LIME1, IKZF3, MIAT, ARHGAP9, CPNE7, LTB, LINC01871, CD27, CST7 
##     PDE4D, SPOCK2, PARP8, LBH, APOBEC3G, PBXIP1, GSTM2, TIGIT, RGL4, PYHIN1 
##     CCND2, FKBP11, PIM2, MAGED1, E2F5, CXCR6, TC2N, SNAI3, SDC1, LINC00861 
## Negative:  TOP2A, CENPF, ASPM, KIFC1, CDC20, DLGAP5, UBE2C, MKI67, MXD3, TPX2 
##     CCNB1, GTSE1, CDCA8, HJURP, CCNA2, KIF23, PLK1, NUSAP1, CDKN3, NUF2 
##     BIRC5, SGO1, CDCA2, DEPDC1B, CENPE, H2AX, SGO2, CDK1, KIF2C, KIF22 
## PC_ 5 
## Positive:  SERPINB2, CCL7, CXCL3, S100A8, TMEM158, S100A12, CD93, MMP19, S100A9, CXCL2 
##     IL1B, DUSP6, CXCL8, PID1, CCL20, HPSE, EREG, ASPH, SPP1, CRADD 
##     ANPEP, THBD, FFAR2, CXCL5, CCL3L1, TCTEX1D1, RGCC, CXCL1, UBE2C, BCL2A1 
## Negative:  C1QA, C1QC, C1QB, HLA-DQA1, CD74, HLA-DQB1, HLA-DPB1, SDS, VMO1, SYNGR2 
##     CD86, LGMN, ACP5, HLA-DPA1, SLAMF7, AXL, GPR183, NCF1, NR1H3, APOE 
##     FPR3, HLA-DQA2, MS4A4A, HLA-DMB, TMEM176B, TREM2, TMEM176A, HLA-DRB5, CLEC10A, SPINT2
pbmc <- RunUMAP(pbmc, dims = 1:10)
## 00:59:02 UMAP embedding parameters a = 0.9922 b = 1.112
## 00:59:02 Read 662 rows and found 10 numeric columns
## 00:59:02 Using Annoy for neighbor search, n_neighbors = 30
## 00:59:02 Building Annoy index with metric = cosine, n_trees = 50
## 0%   10   20   30   40   50   60   70   80   90   100%
## [----|----|----|----|----|----|----|----|----|----|
## **************************************************|
## 00:59:02 Writing NN index file to temp file /tmp/RtmpryIP7y/file31f848db23e7
## 00:59:02 Searching Annoy index using 1 thread, search_k = 3000
## 00:59:02 Annoy recall = 100%
## 00:59:02 Commencing smooth kNN distance calibration using 1 thread
## 00:59:03 Initializing from normalized Laplacian + noise
## 00:59:03 Commencing optimization for 500 epochs, with 23720 positive edges
## 00:59:04 Optimization finished
saveRDS(pbmc, file = "severe152.rds")
#input readRDS
hc51<-readRDS(file="hc51.rds")
hc52<-readRDS(file="hc52.rds")
hc100<-readRDS(file="hc100.rds")
mild141<-readRDS(file="mild141.rds")
mild142<-readRDS(file="mild142.rds")
mild144<-readRDS(file="mild144.rds")
severe143<-readRDS(file="severe143.rds")
severe145<-readRDS(file="severe145.rds")
severe146<-readRDS(file="severe146.rds")
severe148<-readRDS(file="severe148.rds")
severe149<-readRDS(file="severe149.rds")
severe152<-readRDS(file="severe152.rds")
#setup tech and celltype
hc51<-RenameCells(hc51,add.cell.id="hc51",for.merge=T)
hc51@meta.data$tech<-"healthy_control"
hc51@meta.data$celltype<-"healthy_control_51"

hc52<-RenameCells(hc52,add.cell.id="hc52",for.merge=T)
hc52@meta.data$tech<-"healthy_control"
hc52@meta.data$celltype<-"healthy_control_52"

hc100<-RenameCells(hc100,add.cell.id="hc100",for.merge=T)
hc100@meta.data$tech<-"healthy_control"
hc100@meta.data$celltype<-"healthy_control_100"

mild141<-RenameCells(mild141,add.cell.id="mild141",for.merge=T)
mild141@meta.data$tech<-"mild"
mild141@meta.data$celltype<-"mild_141"

mild142<-RenameCells(mild142,add.cell.id="mild142",for.merge=T)
mild142@meta.data$tech<-"mild"
mild142@meta.data$celltype<-"mild_142"

mild144<-RenameCells(mild144,add.cell.id="mild144",for.merge=T)
mild144@meta.data$tech<-"mild"
mild144@meta.data$celltype<-"mild_144"

severe143<-RenameCells(severe143,add.cell.id="severe143",for.merge=T)
severe143@meta.data$tech<-"severe"
severe143@meta.data$celltype<-"severe_143"

severe145<-RenameCells(severe145,add.cell.id="severe145",for.merge=T)
severe145@meta.data$tech<-"severe"
severe145@meta.data$celltype<-"severe_145"

severe146<-RenameCells(severe146,add.cell.id="severe146",for.merge=T)
severe146@meta.data$tech<-"severe"
severe146@meta.data$celltype<-"severe_146"

severe148<-RenameCells(severe148,add.cell.id="severe148",for.merge=T)
severe148@meta.data$tech<-"severe"
severe148@meta.data$celltype<-"severe_148"

severe149<-RenameCells(severe149,add.cell.id="severe149",for.merge=T)
severe149@meta.data$tech<-"severe"
severe149@meta.data$celltype<-"severe_149"

severe152<-RenameCells(severe152,add.cell.id="severe152",for.merge=T)
severe152@meta.data$tech<-"severe"
severe152@meta.data$celltype<-"severe_152" 
#merge
h1_2<-merge(hc51,hc52)
h123<-merge(h1_2,hc100)
m1_2<-merge(mild141,mild142)
m123<-merge(m1_2,mild144)
s1_2<-merge(severe143,severe145)
s123<-merge(s1_2,severe146)
s4_5<-merge(severe148,severe149)
s456<-merge(s4_5,severe152)
s123456<-merge(s123,s456)
hm<-merge(h123,m123)
hms<-merge(hm,s123456)
saveRDS(hms, file="hms_before_integrate.rds")
#before integrate
hms[["percent.mt"]] <- PercentageFeatureSet(hms, pattern = "^Mt-")
VlnPlot(hms, features = c("nFeature_RNA", "nCount_RNA", "percent.mt"), ncol = 3,pt.size = 0)
## Warning in SingleExIPlot(type = type, data = data[, x, drop = FALSE], idents =
## idents, : All cells have the same value of percent.mt.

pancreas <- NormalizeData(object = hms, normalization.method = "LogNormalize", scale.factor = 1e4)
pancreas <- FindVariableFeatures(pancreas, selection.method = "vst", nfeatures = 2000, verbose = FALSE)
pancreas <- ScaleData(pancreas, verbose = FALSE)
pancreas <- RunPCA(pancreas, npcs = 30, verbose = FALSE)
pancreas <- RunUMAP(pancreas, reduction = "pca", dims = 1:30)
## 01:03:02 UMAP embedding parameters a = 0.9922 b = 1.112
## 01:03:02 Read 52158 rows and found 30 numeric columns
## 01:03:02 Using Annoy for neighbor search, n_neighbors = 30
## 01:03:02 Building Annoy index with metric = cosine, n_trees = 50
## 0%   10   20   30   40   50   60   70   80   90   100%
## [----|----|----|----|----|----|----|----|----|----|
## **************************************************|
## 01:03:10 Writing NN index file to temp file /tmp/RtmpryIP7y/file31f86ff4958
## 01:03:10 Searching Annoy index using 1 thread, search_k = 3000
## 01:03:26 Annoy recall = 100%
## 01:03:27 Commencing smooth kNN distance calibration using 1 thread
## 01:03:29 Initializing from normalized Laplacian + noise
## 01:03:31 Commencing optimization for 200 epochs, with 2357338 positive edges
## 01:03:51 Optimization finished
p1 <- DimPlot(pancreas, reduction = "umap", group.by = "tech")
p2 <- DimPlot(pancreas, reduction = "umap", group.by = "celltype", label = TRUE, repel = TRUE) + 
  NoLegend()
plot_grid(p1,p2)

#integrate
pancreas.list <- SplitObject(pancreas, split.by = "celltype")
for (i in 1: length(pancreas.list)) {
  pancreas.list[[i]] <- NormalizeData(pancreas.list[[i]], verbose = FALSE)
  pancreas.list[[i]] <- FindVariableFeatures(pancreas.list[[i]], selection.method = "vst", nfeatures = 2000, 
                                             verbose = FALSE)
}
reference.list <- pancreas.list[c("healthy_control_51","healthy_control_52","healthy_control_100","mild_141",
                                  "mild_142","mild_144", "severe_143", "severe_145", "severe_146", "severe_148",
                                  "severe_149", "severe_152")]
pancreas.anchors <- FindIntegrationAnchors(object.list = reference.list, dims = 1:30)
## Computing 2000 integration features
## Scaling features for provided objects
## Finding all pairwise anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 22355 anchors
## Filtering anchors
##  Retained 4674 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 1464 anchors
## Filtering anchors
##  Retained 1171 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 1406 anchors
## Filtering anchors
##  Retained 1078 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 5743 anchors
## Filtering anchors
##  Retained 1976 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 6214 anchors
## Filtering anchors
##  Retained 1132 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 1330 anchors
## Filtering anchors
##  Retained 844 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 6653 anchors
## Filtering anchors
##  Retained 2100 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 7667 anchors
## Filtering anchors
##  Retained 1464 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 1403 anchors
## Filtering anchors
##  Retained 843 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 4174 anchors
## Filtering anchors
##  Retained 3295 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 1749 anchors
## Filtering anchors
##  Retained 1412 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 1683 anchors
## Filtering anchors
##  Retained 1159 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 1089 anchors
## Filtering anchors
##  Retained 925 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 1436 anchors
## Filtering anchors
##  Retained 1396 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 1518 anchors
## Filtering anchors
##  Retained 1478 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 26470 anchors
## Filtering anchors
##  Retained 1322 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 25133 anchors
## Filtering anchors
##  Retained 699 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 1499 anchors
## Filtering anchors
##  Retained 329 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 5535 anchors
## Filtering anchors
##  Retained 1391 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 6575 anchors
## Filtering anchors
##  Retained 1665 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 1655 anchors
## Filtering anchors
##  Retained 496 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 29135 anchors
## Filtering anchors
##  Retained 1596 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 28477 anchors
## Filtering anchors
##  Retained 1149 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 1488 anchors
## Filtering anchors
##  Retained 343 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 5554 anchors
## Filtering anchors
##  Retained 1312 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 6527 anchors
## Filtering anchors
##  Retained 1667 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 1634 anchors
## Filtering anchors
##  Retained 520 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 31795 anchors
## Filtering anchors
##  Retained 7563 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 9221 anchors
## Filtering anchors
##  Retained 1203 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 9137 anchors
## Filtering anchors
##  Retained 1052 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 1381 anchors
## Filtering anchors
##  Retained 526 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 4569 anchors
## Filtering anchors
##  Retained 1404 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 5203 anchors
## Filtering anchors
##  Retained 1457 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 1551 anchors
## Filtering anchors
##  Retained 700 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 9057 anchors
## Filtering anchors
##  Retained 4508 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 9376 anchors
## Filtering anchors
##  Retained 2695 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 3196 anchors
## Filtering anchors
##  Retained 1671 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 3087 anchors
## Filtering anchors
##  Retained 1340 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 1367 anchors
## Filtering anchors
##  Retained 889 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 2410 anchors
## Filtering anchors
##  Retained 1752 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 2549 anchors
## Filtering anchors
##  Retained 1798 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 1316 anchors
## Filtering anchors
##  Retained 953 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 3314 anchors
## Filtering anchors
##  Retained 2834 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 3282 anchors
## Filtering anchors
##  Retained 2242 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 2697 anchors
## Filtering anchors
##  Retained 2337 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 6494 anchors
## Filtering anchors
##  Retained 2055 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 7023 anchors
## Filtering anchors
##  Retained 1591 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 1477 anchors
## Filtering anchors
##  Retained 802 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 3698 anchors
## Filtering anchors
##  Retained 2245 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 4414 anchors
## Filtering anchors
##  Retained 2686 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 1610 anchors
## Filtering anchors
##  Retained 949 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 6726 anchors
## Filtering anchors
##  Retained 4706 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 6381 anchors
## Filtering anchors
##  Retained 3811 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 4553 anchors
## Filtering anchors
##  Retained 2699 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 2760 anchors
## Filtering anchors
##  Retained 1993 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 2794 anchors
## Filtering anchors
##  Retained 1741 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 2930 anchors
## Filtering anchors
##  Retained 1378 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 1358 anchors
## Filtering anchors
##  Retained 1001 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 2380 anchors
## Filtering anchors
##  Retained 1729 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 2597 anchors
## Filtering anchors
##  Retained 1922 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 1509 anchors
## Filtering anchors
##  Retained 1105 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 2759 anchors
## Filtering anchors
##  Retained 2216 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 2754 anchors
## Filtering anchors
##  Retained 2088 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 2527 anchors
## Filtering anchors
##  Retained 1782 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 1999 anchors
## Filtering anchors
##  Retained 1555 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
##  Found 2664 anchors
## Filtering anchors
##  Retained 2153 anchors
pancreas.integrated <- IntegrateData(anchorset = pancreas.anchors, dims = 1:30)
## Merging dataset 10 into 7
## Extracting anchors for merged samples
## Finding integration vectors
## Finding integration vector weights
## Integrating data
## Merging dataset 6 into 5
## Extracting anchors for merged samples
## Finding integration vectors
## Finding integration vector weights
## Integrating data
## Merging dataset 3 into 1
## Extracting anchors for merged samples
## Finding integration vectors
## Finding integration vector weights
## Integrating data
## Merging dataset 12 into 11
## Extracting anchors for merged samples
## Finding integration vectors
## Finding integration vector weights
## Integrating data
## Merging dataset 4 into 5 6
## Extracting anchors for merged samples
## Finding integration vectors
## Finding integration vector weights
## Integrating data
## Merging dataset 11 12 into 7 10
## Extracting anchors for merged samples
## Finding integration vectors
## Finding integration vector weights
## Integrating data
## Merging dataset 9 into 7 10 11 12
## Extracting anchors for merged samples
## Finding integration vectors
## Finding integration vector weights
## Integrating data
## Merging dataset 5 6 4 into 1 3
## Extracting anchors for merged samples
## Finding integration vectors
## Finding integration vector weights
## Integrating data
## Merging dataset 2 into 1 3 5 6 4
## Extracting anchors for merged samples
## Finding integration vectors
## Finding integration vector weights
## Integrating data
## Merging dataset 8 into 7 10 11 12 9
## Extracting anchors for merged samples
## Finding integration vectors
## Finding integration vector weights
## Integrating data
## Merging dataset 1 3 5 6 4 2 into 7 10 11 12 9 8
## Extracting anchors for merged samples
## Finding integration vectors
## Finding integration vector weights
## Integrating data
## Warning: Adding a command log without an assay associated with it
DefaultAssay(pancreas.integrated) <- "integrated"
pancreas.integrated <- ScaleData(pancreas.integrated, verbose = FALSE)
pancreas.integrated <- RunPCA(pancreas.integrated, npcs = 30, verbose = FALSE)
pancreas.integrated <- RunUMAP(pancreas.integrated, reduction = "pca", dims = 1:30)
## 02:16:45 UMAP embedding parameters a = 0.9922 b = 1.112
## 02:16:45 Read 52158 rows and found 30 numeric columns
## 02:16:45 Using Annoy for neighbor search, n_neighbors = 30
## 02:16:46 Building Annoy index with metric = cosine, n_trees = 50
## 0%   10   20   30   40   50   60   70   80   90   100%
## [----|----|----|----|----|----|----|----|----|----|
## **************************************************|
## 02:19:08 Writing NN index file to temp file /tmp/RtmpryIP7y/file31f86b695e63
## 02:19:08 Searching Annoy index using 1 thread, search_k = 3000
## 02:19:27 Annoy recall = 100%
## 02:19:27 Commencing smooth kNN distance calibration using 1 thread
## 02:19:39 Initializing from normalized Laplacian + noise
## 02:19:54 Commencing optimization for 200 epochs, with 2462718 positive edges
## 02:20:15 Optimization finished
p1 <- DimPlot(pancreas.integrated, reduction = "umap", group.by = "tech")
p2 <- DimPlot(pancreas.integrated, reduction = "umap", group.by = "celltype")
plot_grid(p1,p2)

saveRDS(pancreas.integrated, file = "hms_after_integrated.rds")


#draw the plot group.by celltype
hms_individual_integrated<-readRDS(file="hms_individual_integrated_OK.rds")
p1 <- DimPlot(hms_individual_integrated, reduction = "umap", group.by = "celltype")
p1

#find how many 15cluster
ElbowPlot(hms_individual_integrated)

hms_neighbor<- FindNeighbors(hms_individual_integrated, dims = 1:10)
## Computing nearest neighbor graph
## Computing SNN
hms_cluster <- FindClusters( hms_neighbor, resolution = 0.5)
## Modularity Optimizer version 1.3.0 by Ludo Waltman and Nees Jan van Eck
## 
## Number of nodes: 52158
## Number of edges: 1604563
## 
## Running Louvain algorithm...
## Maximum modularity in 10 random starts: 0.8838
## Number of communities: 15
## Elapsed time: 18 seconds
head(Idents(hms_cluster), 5)
## h1_AAACCTGAGACACTAA-1 h1_AAACCTGAGGAGTACC-1 h1_AAACCTGAGGATATAC-1 
##                     1                     9                     1 
## h1_AAACCTGAGGTCATCT-1 h1_AAACCTGCACGGATAG-1 
##                     1                     3 
## Levels: 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
hms_cluster<- RunUMAP(hms_cluster, dims = 1:10)
## 02:23:24 UMAP embedding parameters a = 0.9922 b = 1.112
## 02:23:24 Read 52158 rows and found 10 numeric columns
## 02:23:24 Using Annoy for neighbor search, n_neighbors = 30
## 02:23:24 Building Annoy index with metric = cosine, n_trees = 50
## 0%   10   20   30   40   50   60   70   80   90   100%
## [----|----|----|----|----|----|----|----|----|----|
## **************************************************|
## 02:23:31 Writing NN index file to temp file /tmp/RtmpryIP7y/file31f84a0bad
## 02:23:31 Searching Annoy index using 1 thread, search_k = 3000
## 02:23:49 Annoy recall = 100%
## 02:23:49 Commencing smooth kNN distance calibration using 1 thread
## 02:23:52 Initializing from normalized Laplacian + noise
## 02:23:54 Commencing optimization for 200 epochs, with 2146824 positive edges
## 02:24:13 Optimization finished
DimPlot(hms_cluster, reduction = "umap")

saveRDS(hms_cluster, file = "hms_cluster_test.rds")
#name each cluster id
new.cluster.ids <- c("Macrophage", "Macrophage", "Macrophage", "Macrophage", "Neutrophils", "Macrophage", "Naive_CD4_T", "NK", "Neutrophils", "Dendritic", "T", "T","Basal","Plasma","T") 
names(new.cluster.ids) <- levels(hms_cluster)
hms_cluster_id<- RenameIdents(hms_cluster, new.cluster.ids)
DimPlot(hms_cluster_id, reduction = "umap", label = TRUE, pt.size = 0.5) + NoLegend()

saveRDS(hms_cluster_id, file = "hms_cluster_id_test.rds")

#hms_cluster_id<-readRDS(file="hms_cluster_id_test.rds")
Macrophage<-subset(hms_cluster_id, idents=c('Macrophage'))
DimPlot(Macrophage, reduction = "umap")

saveRDS(Macrophage, file="Macrophage.rds")
Neutrophils<-subset(hms_cluster_id, idents=c('Neutrophils'))
DimPlot(Neutrophils, reduction = "umap")

saveRDS(Neutrophils, file="Neutrophils.rds")
Naive_CD4_T<-subset(hms_cluster_id, idents=c('Naive_CD4_T'))
DimPlot(Naive_CD4_T, reduction = "umap")

saveRDS(Naive_CD4_T, file="Naive_CD4_T.rds")
NK<-subset(hms_cluster_id, idents=c('NK'))
DimPlot(NK, reduction = "umap")

saveRDS(NK, file="NK.rds")
Dendritic<-subset(hms_cluster_id, idents=c('Dendritic'))
DimPlot(Dendritic, reduction = "umap")

saveRDS(Dendritic, file="Dendritic.rds")
Basal<-subset(hms_cluster_id, idents=c('Basal'))
DimPlot(Basal, reduction = "umap")

saveRDS(Basal, file="Basal.rds")
T<-subset(hms_cluster_id, idents=c('T'))
DimPlot(T, reduction = "umap")

saveRDS(T, file="T.rds")
Plasma<-subset(hms_cluster_id, idents=c('Plasma'))
DimPlot(Plasma, reduction = "umap")

saveRDS(Plasma, file="Plasma.rds")

#input each cluster
Basal<-readRDS("Basal.rds")
Dendritic<-readRDS("Dendritic.rds")
Macrophage<-readRDS("Macrophage.rds")
Naive_CD4_T<-readRDS("Naive_CD4_T.rds")
Neutrophils<-readRDS("Neutrophils.rds")
NK<-readRDS("NK.rds")
Plasma<-readRDS("Plasma.rds")
T<-readRDS("T.rds")

DimPlot(Basal, reduction = "umap", split.by = "tech")

DimPlot(Dendritic, reduction = "umap", split.by = "tech")

DimPlot(Macrophage, reduction = "umap", split.by = "tech")

DimPlot(Naive_CD4_T, reduction = "umap", split.by = "tech")

DimPlot(Neutrophils, reduction = "umap", split.by = "tech")

DimPlot(NK, reduction = "umap", split.by = "tech")

DimPlot(Plasma, reduction = "umap", split.by = "tech")

DimPlot(T, reduction = "umap", split.by = "tech")

markers.to.plot <- c("IL1A", "CXCL2","TNFAIP3","MAFF","PPP1R15A","NFKBIA","PTX3","CXCL3","CCL20","IFIT2","ARRDC3","EREG","ARSE","MSP2K6","DHCR7","UCP2","SLC25A10","VIL1","MCM5","DHCR24","SLC9A3R1","PFN1","TPPP3","DEGS2","RAB26")
DoHeatmap(subset(Basal,downsample=50000), features = markers.to.plot, size = 5, group.by="tech")
## Warning in DoHeatmap(subset(Basal, downsample = 50000), features =
## markers.to.plot, : The following features were omitted as they were not found
## in the scale.data slot for the integrated assay: RAB26, DEGS2, PFN1, SLC9A3R1,
## MCM5, VIL1, SLC25A10, DHCR7, MSP2K6, ARSE, ARRDC3

DoHeatmap(subset(Dendritic,downsample=50000), features = markers.to.plot, size = 5, group.by="tech")
## Warning in DoHeatmap(subset(Dendritic, downsample = 50000), features =
## markers.to.plot, : The following features were omitted as they were not found
## in the scale.data slot for the integrated assay: RAB26, DEGS2, PFN1, SLC9A3R1,
## MCM5, VIL1, SLC25A10, DHCR7, MSP2K6, ARSE, ARRDC3

DoHeatmap(subset(Macrophage,downsample=50000), features = markers.to.plot, size = 5, group.by="tech")
## Warning in DoHeatmap(subset(Macrophage, downsample = 50000), features =
## markers.to.plot, : The following features were omitted as they were not found
## in the scale.data slot for the integrated assay: RAB26, DEGS2, PFN1, SLC9A3R1,
## MCM5, VIL1, SLC25A10, DHCR7, MSP2K6, ARSE, ARRDC3

DoHeatmap(subset(Naive_CD4_T,downsample=50000), features = markers.to.plot, size = 5, group.by="tech")
## Warning in DoHeatmap(subset(Naive_CD4_T, downsample = 50000), features =
## markers.to.plot, : The following features were omitted as they were not found
## in the scale.data slot for the integrated assay: RAB26, DEGS2, PFN1, SLC9A3R1,
## MCM5, VIL1, SLC25A10, DHCR7, MSP2K6, ARSE, ARRDC3

DoHeatmap(subset(Neutrophils,downsample=50000), features = markers.to.plot, size = 5, group.by="tech")
## Warning in DoHeatmap(subset(Neutrophils, downsample = 50000), features =
## markers.to.plot, : The following features were omitted as they were not found
## in the scale.data slot for the integrated assay: RAB26, DEGS2, PFN1, SLC9A3R1,
## MCM5, VIL1, SLC25A10, DHCR7, MSP2K6, ARSE, ARRDC3

DoHeatmap(subset(NK,downsample=50000), features = markers.to.plot, size = 5, group.by="tech")
## Warning in DoHeatmap(subset(NK, downsample = 50000), features =
## markers.to.plot, : The following features were omitted as they were not found
## in the scale.data slot for the integrated assay: RAB26, DEGS2, PFN1, SLC9A3R1,
## MCM5, VIL1, SLC25A10, DHCR7, MSP2K6, ARSE, ARRDC3

DoHeatmap(subset(Plasma,downsample=50000), features = markers.to.plot, size = 5, group.by="tech")
## Warning in DoHeatmap(subset(Plasma, downsample = 50000), features =
## markers.to.plot, : The following features were omitted as they were not found
## in the scale.data slot for the integrated assay: RAB26, DEGS2, PFN1, SLC9A3R1,
## MCM5, VIL1, SLC25A10, DHCR7, MSP2K6, ARSE, ARRDC3

DoHeatmap(subset(T,downsample=50000), features = markers.to.plot, size = 5, group.by="tech")
## Warning in DoHeatmap(subset(T, downsample = 50000), features =
## markers.to.plot, : The following features were omitted as they were not found
## in the scale.data slot for the integrated assay: RAB26, DEGS2, PFN1, SLC9A3R1,
## MCM5, VIL1, SLC25A10, DHCR7, MSP2K6, ARSE, ARRDC3

RidgePlot(Basal, features = c("IL1A", "CXCL2","TNFAIP3","MAFF","PPP1R15A","NFKBIA","PTX3","CXCL3","CCL20","IFIT2","EREG","UCP2","DHCR24","TPPP3"),cols = c("green3","cornflowerblue","orangered"), group.by="tech", ncol = 3) + theme(axis.title.y = element_blank())
## Picking joint bandwidth of 0.00325
## Picking joint bandwidth of 0.0474
## Picking joint bandwidth of 0.117
## Picking joint bandwidth of 0.0865
## Picking joint bandwidth of 0.184
## Picking joint bandwidth of 0.17
## Picking joint bandwidth of 0.00184
## Picking joint bandwidth of 0.0186
## Picking joint bandwidth of 0.0215
## Picking joint bandwidth of 0.268
## Picking joint bandwidth of 0.0309
## Picking joint bandwidth of 0.153
## Picking joint bandwidth of 0.0523
## Picking joint bandwidth of 0.216

RidgePlot(Dendritic, features = c("IL1A", "CXCL2","TNFAIP3","MAFF","PPP1R15A","NFKBIA","PTX3","CXCL3","CCL20","IFIT2","EREG","UCP2","DHCR24","TPPP3"),cols = c("green3","cornflowerblue","orangered"), group.by="tech", ncol = 3) + theme(axis.title.y = element_blank())
## Picking joint bandwidth of 0.00878
## Picking joint bandwidth of 0.0276
## Picking joint bandwidth of 0.0504
## Picking joint bandwidth of 0.0327
## Picking joint bandwidth of 0.0744
## Picking joint bandwidth of 0.185
## Picking joint bandwidth of 0.00438
## Picking joint bandwidth of 0.0285
## Picking joint bandwidth of 0.0113
## Picking joint bandwidth of 0.22
## Picking joint bandwidth of 0.0226
## Picking joint bandwidth of 0.139
## Picking joint bandwidth of 0.00564
## Picking joint bandwidth of 0.0065

RidgePlot(Macrophage, features = c("IL1A", "CXCL2","TNFAIP3","MAFF","PPP1R15A","NFKBIA","PTX3","CXCL3","CCL20","IFIT2","EREG","UCP2","DHCR24","TPPP3"), cols = c("green3","cornflowerblue","orangered"),group.by="tech", ncol = 3) + theme(axis.title.y = element_blank())
## Picking joint bandwidth of 0.0032
## Picking joint bandwidth of 0.0547
## Picking joint bandwidth of 0.0595
## Picking joint bandwidth of 0.0232
## Picking joint bandwidth of 0.0672
## Picking joint bandwidth of 0.0975
## Picking joint bandwidth of 0.0025
## Picking joint bandwidth of 0.0244
## Picking joint bandwidth of 0.00684
## Picking joint bandwidth of 0.118
## Picking joint bandwidth of 0.027
## Picking joint bandwidth of 0.0945
## Picking joint bandwidth of 0.00494
## Picking joint bandwidth of 0.00208

RidgePlot(Naive_CD4_T, features = c("IL1A", "CXCL2","TNFAIP3","MAFF","PPP1R15A","NFKBIA","PTX3","CXCL3","CCL20","IFIT2","EREG","UCP2","DHCR24","TPPP3"), cols = c("green3","cornflowerblue","orangered"),group.by="tech", ncol = 3) + theme(axis.title.y = element_blank())
## Picking joint bandwidth of 0.000519
## Picking joint bandwidth of 0.007
## Picking joint bandwidth of 0.137
## Picking joint bandwidth of 0.0131
## Picking joint bandwidth of 0.105
## Picking joint bandwidth of 0.151
## Picking joint bandwidth of 0.00046
## Picking joint bandwidth of 0.00276
## Picking joint bandwidth of 0.0178
## Picking joint bandwidth of 0.156
## Picking joint bandwidth of 0.003
## Picking joint bandwidth of 0.094
## Picking joint bandwidth of 0.00795
## Picking joint bandwidth of 0.00122

RidgePlot(Neutrophils, features = c("IL1A", "CXCL2","TNFAIP3","MAFF","PPP1R15A","NFKBIA","PTX3","CXCL3","CCL20","IFIT2","EREG","UCP2","DHCR24","TPPP3"), cols = c("green3","cornflowerblue","orangered"),group.by="tech", ncol = 3) + theme(axis.title.y = element_blank())
## Picking joint bandwidth of 0.00741
## Picking joint bandwidth of 0.125
## Picking joint bandwidth of 0.174
## Picking joint bandwidth of 0.099
## Picking joint bandwidth of 0.208
## Picking joint bandwidth of 0.296
## Picking joint bandwidth of 0.00974
## Picking joint bandwidth of 0.145
## Picking joint bandwidth of 0.0618
## Picking joint bandwidth of 0.241
## Picking joint bandwidth of 0.0378
## Picking joint bandwidth of 0.0676
## Picking joint bandwidth of 0.00527
## Picking joint bandwidth of 0.00183

RidgePlot(NK, features = c("IL1A", "CXCL2","TNFAIP3","MAFF","PPP1R15A","NFKBIA","PTX3","CXCL3","CCL20","IFIT2","EREG","UCP2","DHCR24","TPPP3"), cols = c("green3","cornflowerblue","orangered"),group.by="tech", ncol = 3) + theme(axis.title.y = element_blank())
## Picking joint bandwidth of 0.000989
## Picking joint bandwidth of 0.00466
## Picking joint bandwidth of 0.127
## Picking joint bandwidth of 0.0269
## Picking joint bandwidth of 0.0874
## Picking joint bandwidth of 0.123
## Picking joint bandwidth of 0.00018
## Picking joint bandwidth of 0.00249
## Picking joint bandwidth of 0.00739
## Picking joint bandwidth of 0.144
## Picking joint bandwidth of 0.00219
## Picking joint bandwidth of 0.115
## Picking joint bandwidth of 0.0115
## Picking joint bandwidth of 0.00101

RidgePlot(Plasma, features = c("IL1A", "CXCL2","TNFAIP3","MAFF","PPP1R15A","NFKBIA","PTX3","CXCL3","CCL20","IFIT2","EREG","UCP2","DHCR24","TPPP3"), cols = c("green3","cornflowerblue","orangered"),group.by="tech", ncol = 3) + theme(axis.title.y = element_blank())
## Picking joint bandwidth of 0.00359
## Picking joint bandwidth of 0.016
## Picking joint bandwidth of 0.0848
## Picking joint bandwidth of 0.0223
## Picking joint bandwidth of 0.124
## Picking joint bandwidth of 0.171
## Picking joint bandwidth of 0.00139
## Picking joint bandwidth of 0.00849
## Picking joint bandwidth of 0.00974
## Picking joint bandwidth of 0.217
## Picking joint bandwidth of 0.00637
## Picking joint bandwidth of 0.162
## Picking joint bandwidth of 0.019
## Picking joint bandwidth of 0.0038

RidgePlot(T, features = c("IL1A", "CXCL2","TNFAIP3","MAFF","PPP1R15A","NFKBIA","PTX3","CXCL3","CCL20","IFIT2","EREG","UCP2","DHCR24","TPPP3"), cols = c("green3","cornflowerblue","orangered"),group.by="tech", ncol = 3) + theme(axis.title.y = element_blank())
## Picking joint bandwidth of 0.00406
## Picking joint bandwidth of 0.0337
## Picking joint bandwidth of 0.115
## Picking joint bandwidth of 0.036
## Picking joint bandwidth of 0.127
## Picking joint bandwidth of 0.159
## Picking joint bandwidth of 0.00745
## Picking joint bandwidth of 0.0229
## Picking joint bandwidth of 0.0128
## Picking joint bandwidth of 0.196
## Picking joint bandwidth of 0.0213
## Picking joint bandwidth of 0.139
## Picking joint bandwidth of 0.0111
## Picking joint bandwidth of 0.00282